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Location: Poland; Romania; Cyprus; Serbia; Portugal; Malta Our client is an international IT solutions and technology integration company specializing in cloud infrastructure, networking, web performance, and cybersecurity solutions. The company works primarily with digital-native businesses across Europe, including clients in gaming, gambling, fintech, IT, and adjacent technology-driven industries. Its technology portfolio includes leading cloud and web security platforms and solutions. As the business continues to grow, the company is looking for an experienced Senior Sales Executive - Hunter to drive new business development across European markets. This is a pure hunter role for a senior sales professional who already has an active network of potential clients and knows how to turn relationships into complex, high-value B2B opportunities. You will focus on two core areas: Cloud Infrastructure and Web Security, working with digital-native companies that require scalable, high-performance, and secure technology infrastructure. The position is remote, and the candidate's location is flexible. What matters most is an active and relevant client network across European markets. Your future tasks: Drive new business acquisition across European markets Develop sales opportunities within digital-native industries, including gaming, gambling, fintech, and IT Leverage your existing professional network to identify and engage potential customers Proactively build your own pipeline rather than relying primarily on inbound leads Sell solutions across Cloud Infrastructure and Web Security Identify customer infrastructure, performance, scalability, and security needs and translate them into relevant technology solutions Build relationships with senior decision-makers and key stakeholders within target accounts Manage the complete B2B sales cycle from initial contact and qualification through proposal, negotiation, and closing Develop and manage complex opportunities with an average sales cycle of approximately 2-4 months Build a sustainable pipeline of high-value opportunities and take ownership of individual sales targets Focus on profitable business growth and understand the commercial performance of deals, including Gross Profit (GP) Develop long-term customer relationships and identify opportunities for recurring business and renewals Maintain ownership of your pipeline and sales activities with a high degree of independence Collaborate with internal technical and commercial teams to develop solutions that meet client requirements Requirements Proven senior-level experience in B2B technology sales and new business development Strong hunter sales background with demonstrated success proactively generating and closing new business An active and established client network across European markets - this is a key requirement for the role Existing relationships with decision-makers within digital-native companies, particularly in gaming, gambling, fintech, IT, or adjacent industries Proven ability to generate significant Gross Profit, ideally with a track record around $500K+ GP annually or a comparable level of sales performance Experience selling Cloud Infrastructure, Web Security, cloud services, cybersecurity, networking, or related technology solutions Strong understanding of cloud infrastructure and/or web security solutions Experience managing complex B2B sales cycles of 2+ months Proven ability to independently source opportunities, build a pipeline, negotiate, and close high-value deals Experience working with large commercial opportunities and senior-level decision-makers Commercial mindset with a strong understanding of Gross Profit rather than revenue alone Ability to build long-term client relationships and develop recurring business Strong negotiation and relationship-building skills Fluent English and proven experience working with European clients in English Self-starter mentality with the ability to manage your own pipeline and priorities without close supervision Comfortable working independently in a remote international environment Willingness to work under a B2B contract Will be an advantage: Direct sales experience with Google Cloud and/or Cloudflare solutions Existing client network specifically within the gaming or gambling industry Experience selling to fintech and other high-growth digital-native companies Experience with recurring revenue models, subscriptions, managed services, or other long-term technology contracts Strong understanding of cloud migration, infrastructure optimization, web performance, and cybersecurity Experience selling through technology partnerships or within an IT integrator environment Track record of closing high-value technology deals with long-term commercial potential Benefits Remote work format with flexibility regarding your location Opportunity to develop business across multiple European markets High level of autonomy and ownership over your client portfolio and sales pipeline Opportunity to work with leading technologies in cloud infrastructure and web security Exposure to fast-growing digital-native industries, including gaming, gambling, fintech, and IT Opportunity to leverage your existing network while building long-term relationships with high-value clients Strong focus on recurring business, allowing successful client relationships to generate value over multiple years Opportunity to work on complex, high-value technology deals with international clients Direct impact on the company's growth and expansion across European markets Entrepreneurial environment designed for an experienced sales professional who prefers independence, ownership, and measurable commercial results

Location: Houston, United States We are EnerMech, a specialist service company that delivers safe, integrated solutions for complex energy projects. For over 50 years, we have supported our clients across the world with unrivalled expertise, equipment, and technology throughout the entire asset lifecycle – both offshore and onshore. Operating through our global business lines of Energy Solutions, Infrastructure & Industrial Solutions, and Lifting Solutions, we provide a broad range of specialist services including cranes, lifting, fluid power, training, equipment rental, pipeline, process, subsea, and valve services. At EnerMech, we are driven by operational excellence, innovation, and technical expertise, delivering value through integrated solutions that reduce risk, improve efficiency, and enhance performance for our customers worldwide. Role Overview Purpose: develop engineering competence while supporting safe, accurate and timely technical delivery for assigned ES and IIS projects under supervision. Be responsible for the care, completeness, traceability and timely preparation of assigned calculations, drawings and procedure inputs; submit all engineering outputs for checking and approval before release. Apply approved standards, templates and document controls; escalate uncertainty, technical risk and scope changes to the supervising engineer. Work within assigned competence and supervision arrangements. Technical approvals, purchasing commitments and budget approvals remain with authorized personnel. Responsibilities Prepare routine engineering calculations, equipment data, drawings and P&ID markups using approved methods under guidance; record inputs, assumptions, units and sources. Draft procedures and engineering content for work packs; incorporate review comments and maintain revision history. Assist with job design, equipment selection and specification, considering operating requirements and equipment capabilities and limitations. Support workshop familiarization and function testing under competent supervision. Assist with engineering inputs to tenders, technical queries and project reporting; support activity sequencing, resource planning and mobilization schedules, and communicate progress, dependencies, shortages and delivery risks promptly. Participate in planned workshop, project and site rotations across relevant service lines, assisting with field data collection and project execution under the guidance of the assigned engineer or site supervisor. Follow EnerMech and client quality, health, safety and environmental requirements; participate in risk reviews and report hazards, nonconformities and proposed changes. Support post-job analysis by comparing planned and actual performance, recording equipment performance and contributing to close-out reports and lessons learned. Recommend improvements to shared templates, calculation tools and controlled technical libraries. Prepare equipment, tooling and consumables lists and assist with mobilization checks; coordinate with operations and workshop teams to confirm availability, readiness and suitability, and identify missing items before mobilization. Prepare technical inputs to material requisitions and assist with supplier technical clarifications and quotation comparisons, subject to engineering review. Assist with estimates and track assigned equipment, material and service costs against approved allowances; report variances to the project team. Requirements Qualifications: relevant engineering degree, including Mechanical, Civil, Electrical, Chemical or Ocean Engineering according to scope. Experience: entry-level, typically 0–2 years. Travel: workshop and onshore / offshore assignments as required; scope, training and travel expectations to be confirmed for the vacancy. Benefits Why Join EnerMech? At EnerMech, you'll join a global organisation where innovation, collaboration and technical excellence drive everything we do. You'll have the opportunity to influence business strategy, develop long-term customer partnerships and contribute to some of the world's most challenging energy and industrial projects. We offer a collaborative and entrepreneurial environment where commercial leadership is valued, professional development is encouraged and your contribution will directly support the continued growth and success of our business. Diversity & Inclusion EnerMech is committed to creating a diverse and inclusive workplace where everyone feels valued, respected, and empowered to succeed. We welcome applications from candidates of all backgrounds and experiences.

Location: Indianapolis, United States; Ohio City, United States; Chicago, United States Description Location: Indianapolis, IN Metro (Hybrid / 3-Day Onsite) (Open to Regional/EST Candidates with Onsite Travel) Contract Type: Contractor Full-Time / Enterprise Project Engagement (Outsourced via Xenon7) About Xenon7 Where elite tech talent meets world-class opportunities! At Xenon7, we work with leading enterprise clients and innovative startups on high-impact projects across Data, AI, Cloud, and Software Engineering. Our expertise in AI solution architecture and specialized technical talent allows us to partner with enterprise leaders on transformative initiatives, driving innovation and business growth. Role purpose Lead the development and application of digital twins to improve clinical trial design and support evidence-based clinical development decisions. The role prioritizes digital-twin, simulation, and AI/ML expertise, supported by clinical-development experience and close partnership with trial-design experts. Position overview You will join a multidisciplinary clinical development environment and partner with clinical scientists, physicians, biostatisticians, pharmacometricians, biomarker experts, data scientists, data engineers, and other stakeholders. You will translate clinical development questions into quantitative strategies and deliver  interpretable analyses that inform protocol design, patient selection, endpoint strategy, dosing, operational planning, and decision-making under uncertainty. The role prioritizes digital twins as the primary capability for simulating patients, disease trajectories, treatment response, and clinical trials. The successful candidate will bring strong digital-twin, simulation, and AI/ML expertise, along with sufficient clinical-development knowledge to work effectively with trial teams. Deeper trial-design expertise can be developed through close collaboration with clinical scientists, biostatisticians, and pharmacometricians. Key responsibilities Digital-twin development and validation ·   Lead the design, development, and evaluation of digital twins of patients, disease trajectories, treatment response, or clinical trials using clinical trial and relevant external data. ·   Combine mechanistic, statistical, causal, and machine learning approaches to create fit-for-purpose digital twins that can be simulated under alternative populations, interventions, dosing strategies, endpoints, or trial designs. ·   Define use cases and contexts of use with clinical and quantitative experts so each digital twin addresses a specific trial-design or development decision. ·   Assess calibration, validation, robustness, transportability, uncertainty, and practical relevance using appropriate internal and external evaluation strategies. ·   Develop reproducible workflows and reusable digital-twin components that can be applied across programs or therapeutic areas. Clinical trial design and quantitative decision support ·   Partner with trial teams to frame development questions and evaluate design options, including target populations, eligibility criteria, enrichment strategies, comparators, endpoints, visit schedules, dosing strategies, and operational tradeoffs. ·   Use digital twins and complementary simulation methods to compare plausible scenarios, characterize uncertainty, and support model-informed decision-making. ·   Work closely with statisticians and pharmacometricians so analyses complement established trial-design methods and align with clinical and regulatory objectives. ·   Communicate assumptions, limitations, and decision-relevant insights clearly to technical and non-technical stakeholders. Data integration and scientific collaboration ·   Analyze and integrate clinical trial data and, where relevant, biomarkers, imaging, digital health data, omics, patient-reported outcomes, and real-world data. ·   Partner with data engineering and platform teams to create analysis-ready datasets, data-quality checks, lineage, and reproducible pipelines. ·   Contribute to scientific documentation, presentations, publications, and responsible adoption of digital-twin methods across clinical development. Model quality and responsible use ·   Define the intended use, decision context, success criteria, and limitations of each model before development. ·   Ensure models are interpretable, auditable, reproducible, and supported by evidence appropriate to their intended use. ·   Apply appropriate governance, privacy, security, and scientific-review requirements for clinical data and analytical outputs. ·   Clearly distinguish exploratory analyses from validated decision-support evidence and avoid overclaiming model capability. Requirements ·   PhD in data science, statistics, biostatistics, pharmacometrics, computer science, biomedical informatics, engineering, mathematics, operations research, or a related quantitative field. ·   Demonstrated experience developing digital twins, virtual patients, disease-progression models, clinical trial simulations, synthetic controls, or closely related computational models. ·   Strong experience applying machine learning, statistical modeling, causal inference, or simulation to biomedical, healthcare, pharmaceutical, or other complex scientific data. ·   Strong programming skills in Python, R, or a comparable analytical language, with experience using version-controlled and reproducible workflows. ·   Sufficient clinical-development knowledge to frame relevant questions and collaborate effectively with clinical and quantitative trial experts. ·   Ability and interest to deepen clinical trial-design knowledge through partnership with clinical scientists, biostatisticians, and pharmacometricians. ·   Strong written and verbal communication skills and demonstrated effectiveness in cross-functional scientific collaboration. Preferred qualifications ·   Strongly preferred: experience supporting clinical trial design, protocol development, clinical development strategy, model-informed drug development, or regulatory-facing quantitative evidence. ·   Familiarity with one or more trial-design topics, such as endpoint strategy, sample size or power assumptions, patient selection or enrichment, longitudinal outcomes, missing data, adaptive designs, or decision criteria. ·   Knowledge of digital-twin architecture and validation, supported by expertise in causal inference, Bayesian modeling, survival analysis, longitudinal modeling, clinical trial simulation, or synthetic controls. ·   Experience with clinical data standards and common clinical-development data sources. ·   Experience with biomarker, imaging, omics, digital health, or real-world data and integration of multiple data modalities. ·   Experience with scalable cloud-based analytical environments. ·   Track record of translating analytical work into decisions, reusable capabilities, publications, presentations, or other measurable scientific impact.

Location: Dubai, United Arab Emirates; Doha, Qatar; Port Louis, Mauritius; Beau Vallon, Seychelles; Victoria Falls, Zimbabwe; Nairobi, Kenya Apt Resources has been retained by a renowned Restaurant Management Group in UAE to source and select experienced Senior Hostess's for their existing restaurants. The group owns and manages several premium restaurants in Dubai that have won several awards and accolades. As Senior Hostess, you will help shape each guest’s experience from the moment they arrive, setting the tone with a warm welcome and ensuring service flows smoothly throughout the dining experience. This role is central to creating a strong first impression, supporting guest satisfaction, and serving as a point of reference for other hostesses while working closely with service, production, and wider restaurant teams. Responsibilities Serve as the first point of contact for guests and set a warm, welcoming tone. Greet and seat guests, manage reservations, waitlists, seating plans, and special requests, and monitor dining-room availability, safety, cleanliness, and guest well-being. Maintain menus, place settings, tables, work areas, supplies, and restaurant presentation to company standards. Communicate menu and item availability, respond to guest questions and concerns, anticipate service needs, and support guests with disabilities within established guidelines. Coordinate closely with service, production, and other departments to ensure seamless service delivery. Guide and assist other hostesses and coworkers, exchange information clearly, and document relevant updates for management. Complete opening, closing, side-work, restocking, reporting, security, and daily cleaning duties. Follow grooming, confidentiality, quality, health, safety, security, OHS, emergency, and environmental procedures; report incidents, hazards, injuries, and maintenance issues and assist with risk assessments. Attend training and meetings and perform other duties as business needs evolve. Requirements Qualification Requirements High school diploma or G.E.D. equivalent 3-5 years of related hospitality or restaurant front-of-house experience Experience with SevenRooms, OpenTable, or similar restaurant reservation or guest booking systems Basic knowledge of international cuisine and wines Experience greeting and seating guests, managing special requests, and addressing guest questions and concerns Experience handling restaurant reservations and waitlists Good command of English Available to work evening shifts, weekends, holidays, and late service hours Benefits Competitive salary to match local industry standards

Location: Moldova Intetics Inc. is a global technology company providing custom software application development, dedicated team building, software quality assessment, and all-things-digital solutions, is looking for an Incident Editorial Specialist to join our team. Join our night-shift editorial team and work on editing real-time road incident data for a global mapping platform. No previous experience is required. We provide comprehensive training. This is an excellent opportunity to start your career in IT and gain hands-on experience working on international projects. This is a part-time remote position (11:00-16:00 Kyiv time). Requirements English proficiency at B1 level or higher (spoken English as well) Strong attention to detail , especially when working under time constraints Confident multitasking skills , including working with multiple browser tabs/windows and fast, accurate typing Punctuality, focus, and reliability What you will do: Monitor and update information on road traffic incidents across assigned regions Work with real-time data from multiple sources Record key incident details , including location, direction of travel, and other relevant information Update incident records as conditions change Close incidents once they have been resolved and confirmed

Location: Dubai, United Arab Emirates We are looking for a highly experienced and technology-driven Senior Procurement Officer to join our real estate development team. This role is ideal for a procurement professional who understands traditional procurement operations and can leverage AI, automation tools, and digital workflows to streamline and automate procurement processes . The successful candidate will manage procurement activities, coordinate with suppliers and vendors, negotiate commercial terms, and ensure the timely procurement of materials and services. In addition, they will identify manual, repetitive, and inefficient processes within the procurement department and implement practical automation solutions to improve efficiency, accuracy, transparency, and cost control. Candidates with experience in real estate development, construction, contracting, or engineering projects will be strongly preferred. Key Responsibilities Procurement & Vendor Management Manage end-to-end procurement activities, from identifying requirements and sourcing suppliers to purchase orders, delivery coordination, and invoice verification. Source, evaluate, negotiate with, and maintain relationships with vendors, suppliers, contractors, and service providers. Obtain and compare quotations, prepare bid comparisons, and recommend suppliers based on price, quality, lead time, reliability, and contractual terms. Negotiate pricing, payment terms, delivery schedules, and other commercial conditions to achieve cost savings. Coordinate with project, engineering, finance, and site teams to understand procurement requirements and ensure timely availability of materials and services. Manage purchase requisitions, purchase orders, supplier documentation, delivery tracking, and invoice coordination. Maintain an updated supplier database, procurement records, contracts, and pricing information. Monitor supplier performance, resolve procurement-related issues, and ensure compliance with company policies and approval procedures. Support procurement planning, budget control, cost analysis, and reporting. Where applicable, manage procurement of construction materials, building supplies, MEP materials, equipment, subcontracted services, and other project-related requirements. AI, Automation & Process Improvement Review existing procurement workflows and identify opportunities to automate manual and repetitive tasks. Design and implement AI-powered and rule-based workflows for procurement operations. Automate processes such as purchase requisitions, quotation collection and comparison, purchase order preparation, supplier onboarding, document processing, approval workflows, and procurement reporting. Implement automated extraction and processing of information from quotations, invoices, purchase orders, contracts, and other supplier documents. Use AI tools to assist with supplier research, quotation analysis, document summarisation, procurement reporting, and data organisation. Develop automated tracking systems for purchase requests, order status, delivery timelines, pending approvals, contract expiry dates, and supplier follow-ups. Integrate procurement workflows with existing ERP systems, spreadsheets, databases, and other business tools wherever feasible. Establish automated alerts, dashboards, and reports to improve visibility into procurement costs, supplier performance, order status, and potential delays. Identify opportunities to reduce processing time, manual data entry, errors, and unnecessary administrative work. Work with relevant stakeholders to implement, test, document, and continuously improve automation solutions. Ensure appropriate human review, data accuracy, confidentiality, and approval controls for AI-assisted procurement decisions. Requirements Minimum 5+ years of experience in procurement, purchasing, or supply chain operations , preferably in real estate development, construction, contracting, or engineering. Strong practical knowledge of end-to-end procurement processes and supplier/vendor management. Demonstrated experience implementing AI tools, workflow automation, or digital process improvements in procurement or related business operations. Ability to identify manual processes and independently develop practical solutions to automate them. Hands-on familiarity with AI tools and automation platforms such as ChatGPT, Claude, Microsoft Power Automate, Make, Zapier, n8n, or equivalent tools. Experience with Excel automation, structured data processing, document extraction, reporting, and workflow integration. Strong understanding of quotation comparison, purchase orders, supplier negotiations, procurement documentation, delivery tracking, and cost control. Experience working with ERP, procurement management, accounting, or inventory systems is an advantage. Strong analytical, organisational, negotiation, and problem-solving skills. Ability to work independently, manage multiple priorities, and collaborate across departments. A practical, improvement-oriented mindset with the ability to turn automation ideas into working solutions. Previous procurement experience with a real estate developer, construction company, or main contractor. Familiarity with construction materials, MEP procurement, subcontractor sourcing, and project-based purchasing. Experience automating purchase-to-pay workflows, supplier documentation, invoice processing, or approval systems. Ability to demonstrate previous automation projects, measurable efficiency improvements, or workflow examples. We are looking for someone who can do more than manage purchasing activities - we need a procurement professional who can transform how the department operates through AI and automation. Benefits Competitive salary package based on experience and expertise. Employment visa and medical insurance, in accordance with company policy. Annual leave and other benefits in accordance with UAE Labour Law. Opportunity to lead and implement AI-driven procurement transformation initiatives. Professional development and exposure to emerging AI and automation technologies. Opportunity to work on real estate development and construction-related procurement projects. Collaborative working environment with opportunities to work closely with procurement, finance, engineering, and project teams. Opportunity to make a measurable impact by improving operational efficiency, reducing manual work, and optimising procurement costs. Career growth opportunities within a growing real estate development company.

Location: Dubai, United Arab Emirates About the Company We are a real estate developer delivering luxury branded residences across the UAE. Our portfolio includes villas and apartments with premium amenities such as beach clubs, golf courses and high-end finishes. Our upcoming pipeline consists of multi-billion-dirham projects, and we are looking for a Senior Cost Control Engineer to protect the financial performance of these developments from design through handover. The Role As Senior Cost Control Engineer, you will be the main source of reliable cost information on our projects. You will track, forecast and report project costs across a large, complex portfolio, and you will give senior leadership, including the CEO, clear, accurate and timely insight into project status, financial exposure and risks. This is a high-visibility position for someone who is comfortable presenting numbers with confidence and challenging assumptions when needed. Key Responsibilities Develop, manage and maintain project cost control systems, budgets and cost baselines for mega-scale developments Prepare monthly cost reports, cash flow forecasts and cost-to-complete projections Produce concise executive dashboards and status reports for the CEO and senior management, highlighting key risks, variances and decisions required Monitor committed costs, actual costs and forecast final cost against approved budgets Track and analyse variation orders, change requests and claims, and assess their impact on budget and programme Review contractor and consultant payment applications and reconcile them against contracts, progress and budget Work with the Quantity Surveying, Procurement, Design and Project Management teams to ensure cost alignment through all project stages Support value engineering exercises and cost-saving initiatives without compromising luxury quality standards Review tender evaluations, contract awards and buyout savings Carry out cost benchmarking and trend analysis across projects Identify cost risks early and recommend mitigation strategies Maintain a full audit trail of cost data, assumptions and approvals Improve cost control processes, tools and reporting standards across the organisation Requirements Education and experience Bachelor’s degree in Civil Engineering, Quantity Surveying, Construction Management or a related field Minimum 5 years of cost control experience with large construction or development companies in the UAE Proven experience on mega projects (multi-billion value) is essential Experience on luxury residential developments (villas, apartments, branded residences) with high-end finishes Exposure to complex amenities such as beach clubs, golf courses, hospitality or large-scale infrastructure is strongly preferred Demonstrated experience preparing reports for, and presenting directly to, C-level executives Professional certification such as PMP, CCP/CCT (AACE), RICS or MRICS Experience with master-planned communities and phased developments Technical skills Strong knowledge of cost control methodologies, forecasting and earned value management Solid understanding of UAE construction contracts (FIDIC) and variation and claims processes Advanced Excel skills and experience with dashboards and data visualisation (Power BI preferred) Proficiency in cost management and planning tools such as Primavera P6, Oracle, SAP or equivalent Strong analytical ability with high attention to detail Soft skills Excellent written and verbal communication, with the ability to turn complex data into clear insights Confidence, credibility and integrity when engaging with senior leadership Strong organisational skills and the ability to manage multiple projects under pressure Proactive, ownership-driven mindset Benefits The opportunity to work on landmark, multi-billion luxury developments Direct exposure to executive leadership A competitive salary and benefits package A dynamic, growing organization with strong career progression

Опыт в DevOps: Опыт работы от 2–3 лет в эксплуатации высоконагруженных (Highload) распределенных ИТ-систем. Поддержание надежности (SRE): Обеспечение отказоустойчивости (High Availability) сквозных потоков данных (Data Flow) от распределенных систем банка до целевых хранилищ платформы мониторинга.

​​​​Исследование и внедрение современных архитектур, а также подходов к обучению моделей. Разработка AI-агентов прогнозирования.

Location: United States; Germany; The Netherlands Workplace: Remote PROGRAM OVERVIEW The ClickHouse PhD Research Internship Program offers doctoral students the opportunity to pursue ambitious research alongside ClickHouse Labs researchers and engineers working on some of the most interesting challenges in databases, systems, and data infrastructure. Research interns join ClickHouse Labs for approximately 10-12 weeks to explore meaningful research questions, develop new ideas, and investigate technologies that have the potential to advance both the broader research community and the future of ClickHouse. The program is intentionally designed around research collaboration. Interns are paired with experienced researchers and have the opportunity to pursue work that aligns with their academic interests, ongoing research, and areas of interest within ClickHouse Labs. In some cases, an internship may build on research, a prototype, or a system the student has already begun exploring at their university. We believe the strongest research relationships extend beyond a single summer. Interns may continue their work after returning to their university through academic research, open-source contributions, publications, or other forms of collaboration. Where there is a strong mutual fit, an internship may become the beginning of a longer-term relationship between the researcher, ClickHouse Labs, and the broader academic community. During their internship, researchers will have the opportunity to work closely with ClickHouse Labs, engage with ClickHouse's open-source technology and engineering community, share their findings, and contribute to the intellectual life of the broader research community. Program length: 10-12 weeks, with flexibility based on academic calendars and research needs Typical timing: Summer, beginning approximately June 1 Locations: Opportunities available across the US and Europe, subject to role and employment requirements. Remote first. Research environment: ClickHouse Labs Internship format: Research-focused, mentor-supported, and shaped around areas of mutual research interest Compensation: commensurate with experience, a monthly stipend will be paid RESEARCH AT CLICKHOUSE LABS ClickHouse Labs explores ambitious ideas at the intersection of databases, distributed systems, data infrastructure, and the broader systems research community. We believe some of the most interesting advances in these areas happen through close collaboration between industry and academia. ClickHouse Labs brings together researchers and engineers to explore new ideas, investigate challenging technical problems, and connect academic research with real-world systems at scale. Research interns are an important part of that community. Interns have the opportunity to bring their own research interests and perspectives into ClickHouse Labs while working alongside researchers and engineers who are deeply engaged with both the practical challenges and open research questions shaping the future of data systems. PROGRAM GOALS 1. Identify exceptional PhD researchers working in areas directly relevant to ClickHouse. 2. Give researchers the opportunity to work on meaningful, open-ended problems with ClickHouse Labs. 3. Build long-term relationships with researchers and academic institutions. 4. Encourage continued research and open-source contributions after the internship. 5. Create opportunities for co-authored papers, thesis advising, or other academic collaboration. 6. Increase ClickHouse's visibility within the database and systems research community. 7. Publish and share meaningful research outcomes through the ClickHouse website and other appropriate channels. WHAT MAKES THE PROGRAM DIFFERENT This is intentionally not a highly structured engineering internship and should not detailed planning. ****But the high-level problem area and expectations should defined several months before the internship begins. This flexibility is intentional and allows ClickHouse Labs to respond to: - Emerging research questions - Current ClickHouse priorities - New academic research - Interesting systems or database prototypes - Work candidates have already completed - Opportunities to apply new research ideas to ClickHouse The goal is to identify researchers whose work is already closely aligned with areas ClickHouse cares about and then determine the most valuable research problem to pursue together. CANDIDATE PROFILE We are looking for exceptional PhD students conducting research directly relevant to ClickHouse and the broader database/systems space. IDEAL CANDIDATES - Currently pursuing a PhD in computer science or a closely related field - Conducting research in areas relevant to ClickHouse - Demonstrated research excellence - Strong database systems, distributed systems, hardware, or related technical background - Has demonstrated ability to independently pursue complex research questions - Ideally has prior experience with ClickHouse open source but not required**.** - Has research, prototypes, or publications that could translate into meaningful work with ClickHouse - Interested in continuing research beyond the internship - Potential interest in open-source contribution and academic collaboration CANDIDATE SELECTION PHILOSOPHY The strongest candidates will be researchers whose work is specifically relevant to what ClickHouse Labs wants to explore. A candidate who has already: - Worked with ClickHouse - Built a relevant database or systems prototype - Published research in an area relevant to ClickHouse - Explored a technical problem ClickHouse is interested in may be significantly more valuable than a candidate with an otherwise impressive academic profile but no meaningful connection to our research areas. RESEARCH AREAS & PROJECT SCOPE Unlike an engineering internship program, specific projects do not need to be defined when recruiting begins. Research projects may emerge from: - A candidate's existing research - A recent academic paper - A prototype or system the candidate has developed - An emerging ClickHouse Labs research priority - An opportunity to test or extend an existing research concept within ClickHouse IF THIS IS RELEVANT AND EXCITING TO YOU, PLEASE APPLY! PERKS - Flexible work environment - ClickHouse is a globally distributed company and remote-friendly. We currently operate in over 25 countries. - Healthcare - Employer contributions towards your healthcare. - Equity in the company - Every new team member who joins our company receives stock options. - Time off - Flexible time off in the US, generous entitlement in other countries. - A USD$500 Home office setup if you’re a remote employee. - Global Gatherings – We believe in the power of in-person connection and offer opportunities to engage with colleagues at company-wide offsites. CULTURE - WE ALL SHAPE IT As part of a rapidly scaling start-up, you will be instrumental in shaping our culture. Are you interested in finding out more about our culture? Learn more about our values here https://clickhouse.com/company/careers. Check out our blog posts https://clickhouse.com/blog or follow us on LinkedIn https://www.linkedin.com/company/clickhouseinc/life/0c1ee7f4-2129-488d-b413-e7f6270659fd/?viewAsMember=true to find out more about what’s happening at ClickHouse. EQUAL OPPORTUNITY & PRIVACY ClickHouse provides equal employment opportunities to all employees and applicants and prohibits discrimination and harassment of any type based on factors such as race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. Please see here https://clickhouse.com/legal/applicant-privacy-notice for our Privacy Statement.

Location: Remote, AMER Workplace: Remote PARTNERSHIPS MANAGER, ECOSYSTEM ABOUT SUPABASE Supabase is the Postgres development platform built for developers. We provide a complete backend solution — Database, Auth, Storage, Edge Functions, Realtime, and Vector Search — all deeply integrated and designed to scale. Millions of developers build on Supabase. We're remote-first, async-native, and we move fast. ABOUT THE ROLE We're in the early days of building our partner marketplace program, and this role is foundational to it. You'll help lay the groundwork for what this program becomes — starting by owning two critical pieces: deep account management for our top marketplace and referral partners, and vetting the intake of new partnership requests. You'll take a focused set of high-priority partners and go deep — building the co-marketing and co-sell motion that drives real user growth — while also serving as the first filter for new partner opportunities coming into the pipeline. What you'll do Partner Account Management - Develop and execute co-marketing and co-sell strategies with each partner to drive user growth - Own day-to-day relationship management for a focused portfolio of top marketplace and referral partners - Report on partner performance and progress — adoption, attribution, revenue impact — to internal stakeholders - Coordinate integration support and ensure partners have what they need to succeed post-signature Partner Intake & Routing - Vet incoming partnership requests and evaluate fit against our partnership criteria - Ensure new partners are routed and bucketed correctly across the right internal programs - Own partner onboarding — getting new partners set up and moving smoothly from signed agreement to active partner - Flag high-potential opportunities for further evaluation or escalation Who you are - 5-10 years of experience in Partnerships, referral marketing, or channel sales - Experience helping build a marketplace from 0 to 1 - Domain expertise spanning PLG motions, integrations, marketplace ecosystems, and devtools/database companies — you understand how developers evaluate and adopt infrastructure tooling, and you've seen how partner programs operate from the inside - Track record of driving co-marketing and co-sell campaigns that delivered measurable results, with a solid grasp of attribution - Fluent working across modern tool stacks — Notion, Linear, Slack, Claude, and similar systems — as part of your daily workflow Nice to have - Prior experience at an early-stage startup - Hands-on experience building with Supabase or AI-powered tools (Lovable, Bolt, Figma, v0, etc.) We Offer - 100% remote, no location-based salary adjustments - Autonomous work environment - Comprehensive health, vision, and dental — 100% for employees, 80% for dependents - Tech Allowance + Annual Education Allowance - Annual company off-sites WHAT WE OFFER - Fully Remote We hire globally. We believe you can do your best work from anywhere. There are no Supabase offices, but we provide a WeWork membership or co-working allowance you can use anywhere in the world. - ESOP Every team member receives ESOP (equity ownership) in the company. We want everyone to share in the upside of what we’re building together. - Tech Allowance Use this budget to set up your ideal work environment—laptop, monitor, headphones, or whatever helps you do your best work. - Health Benefits Supabase covers 100% of health insurance for employees and 80% for dependents, wherever you are. Your wellbeing and your family’s health are important to us. - Annual Off-Sites Once a year, the entire company gathers in a new city for a week of connection, collaboration, and fun. It’s a highlight of our year. - Flexible Work We operate asynchronously and trust you to manage your own time. You know what needs to be done and when. - Professional Development Every team member receives an annual education allowance to spend on learning—courses, books, conferences, or anything that supports your growth. ABOUT THE TEAM Supabase was born-remote and open-source-first. We believe our globally distributed team is our secret weapon in building tools developers love. - ~400 team members - 60+ countries - 20+ languages spoken - Over $1B raised (including our $500M Series F) - 540,000+ community members We move fast, build in public, and use what we ship. If it’s in your project, we probably use it in ours too. We believe deeply in the open-source ecosystem and strive to support—not replace—existing tools and communities.

Location: Los Angeles, CA or Remote Workplace: onsite Role Description Spin.AI is looking for a highly analytical, hands-on Growth Marketing Lead to own the performance engine behind our inbound marketing strategy across Spin.AI’s portfolio: including Backup (Mission critical SaaS apps), Security (DLP and Browser), and Atlassian backup/ecosystem.  This person will connect organic, paid, social, web, retargeting, nurture, conversion, and performance measurement into a cohesive inbound growth engine. You'll partner closely with our Director of Marketing to take strong stories, campaigns, content, and creative and ensure they reach the right audiences, convert effectively, and contribute to a measurable pipeline. You'll serve as the internal owner of growth performance, connecting marketing programs, external agencies and freelancers, our fractional Marketing Operations support, data, and funnel performance. You'll have significant ownership and autonomy in this role.  We're hiring you for your expertise, and we trust you to use it. We want you to challenge assumptions, bring forward ideas, tell us when you think there's a better way, and make decisions within your area of ownership. You won't have someone standing over you telling you how to do your job; you'll have the space and support to figure out what will drive results and execute against it. What You'll Own: Inbound Growth & Demand Own performance across the inbound marketing funnel, from acquisition through qualified opportunity. Understand how prospects discover, engage with, convert through, and progress across marketing channels. Identify gaps, friction, and growth opportunities throughout the buyer journey. Partner with the Director of Marketing to connect organic visibility to measurable business outcomes. Develop a holistic view of inbound performance across all three brands. Paid Acquisition & Performance Marketing Own paid acquisition strategy across Google, LinkedIn, retargeting, paid social, and additional channels. Manage and optimize paid marketing budgets. Determine where investment should increase, decrease, or be tested based on performance. Develop audience, offer, channel, and campaign testing strategies. Evaluate performance based on qualified opportunities and pipeline—not simply impressions, clicks, or lead volume. Manage paid media agencies, freelancers, and specialized partners. Campaign Activation & Distribution Partner closely with the Director of Marketing to turn integrated campaign strategies into measurable growth programs. Develop distribution and amplification plans around major campaigns and content. Determine appropriate audiences, channels, offers, conversion points, and follow-up strategies. Ensure campaigns have clear paths from awareness and engagement to conversion. Find opportunities to extend the reach, performance, and business value of existing content and creativity. Conversion Rate Optimization Own CRO across landing pages, forms, CTAs, campaign experiences, and key website conversion paths. Partner with the Director of Marketing and creative resources on messaging and creative variations. Build and maintain an ongoing testing roadmap and turn successful experiments into repeatable best practices. Retargeting, Lifecycle & Lead Nurture Develop strategies for continuing to engage prospects after their initial interaction. Build retargeting audiences and programs across relevant channels. Develop lifecycle segmentation and nurture strategies. Partner with fractional Marketing Operations support on automation and technical implementation. Improve progression from initial engagement to qualified opportunity. AI-Native Marketing & Execution Be AI-native in how you work, using AI as an everyday part of research, analysis, execution, experimentation, and decision-making – not simply as a writing assistant. Use AI to analyze marketing and performance data, uncover trends and anomalies, synthesize insights, identify growth opportunities, and accelerate reporting. Use AI to accelerate campaign development and experimentation, including audience research, messaging variations, landing-page testing, creative ideation, and performance analysis. Build AI into repeatable workflows to automate manual work, connect information across tools, and increase the speed and quality of marketing execution. Be comfortable working with leading AI platforms and AI-enabled productivity tools such as ChatGPT, Claude, Claude Cowork, and similar tools, while continuously evaluating new technologies as the ecosystem evolves. Know how to work effectively with AI-generated analysis: asking the right questions, providing the right context and data, validating outputs, and applying human judgment before acting on recommendations. Proactively identify opportunities where AI can make our marketing organization faster, smarter, more analytical, and more scalable. Growth Experimentation Maintain a prioritized growth experimentation roadmap. Move quickly from hypothesis to execution Scale what works and stop what doesn't. Proactively bring new ideas, channels, technologies, and opportunities to the team rather than waiting for them to be assigned. Performance Analytics & Attribution Connect marketing activities to measurable business outcomes. Understand performance across visitor → lead → qualified lead → opportunity → pipeline. Establish KPIs for campaigns and acquisition programs. Monitor acquisition costs, funnel conversion, opportunity creation, pipeline contribution, and campaign ROI. Turn performance data into recommendations and actions, not simply dashboards. Help leadership understand what's working, what's not, why, and what Marketing should do next. Partnership With the Director of Marketing This is designed to be a close counterpart relationship between two distinct areas of marketing expertise. The Director of Marketing owns the market-facing strategy : overall marketing strategy, integrated campaigns, narrative, brand, content, messaging, creative direction, organic strategy, customer storytelling, thought leadership, and market POV. The Growth Marketing Lead owns the performance engine : acquisition, distribution, activation, conversion, retargeting, nurture, experimentation, optimization, and measurement. You'll be involved early in campaign planning, not handed finished assets and asked to promote them. Your audience, channel, conversion, and performance insights should influence how campaigns are built from the beginning. At the same time, the role maintains clear functional ownership. The Growth Marketing Lead does not replace ownership of overall marketing strategy, brand strategy, editorial strategy, company narrative, creative direction, or integrated marketing strategy. Both roles remain deeply connected to GTM, pipeline, revenue, and business outcomes. Together, they create the feedback loop between what the market needs to hear and what performance data tells us is resonating. Fractional Marketing Operations Partnership The Growth Marketing Lead will work closely with a fractional/retained Marketing Operations resource who can support the technical infrastructure required to run and measure the growth engine. This may include CRM and marketing automation infrastructure, campaign tracking and attribution, lead scoring and routing, lifecycle automation, integrations, database health, dashboards, and reporting infrastructure. You don't need to personally administer every system. You do need enough technical fluency to know what needs to be built, articulate the business requirements, recognize when something isn't working correctly, and use the resulting data to make informed decisions. You will effectively serve as the business owner of marketing performance , with specialized Marketing Operations support helping i What Success Looks Like: Success will be measured through outcomes including: Marketing-sourced pipeline Qualified opportunities generated Inbound conversion rates Cost per qualified lead and opportunity Lead-to-opportunity conversion Paid acquisition efficiency Landing-page and website conversion Funnel velocity Growth experiment performance Improved visibility and confidence in marketing performance across the portfolio Experience We're Looking For: 3–5+ years of B2B growth, demand generation, performance marketing, or related experience, ideally within cybersecurity, SaaS, or technology. Demonstrated experience owning multi-channel inbound acquisition programs. Hands-on understanding of Google Ads, LinkedIn Ads, retargeting, paid social, and performance marketing. Strong understanding of SEO and organic acquisition, with experience connecting organic traffic to conversion and pipeline. Experience with landing-page optimization, CRO, A/B testing, and structured experimentation. Experience building retargeting, nurture, and lifecycle programs. Strong understanding of B2B marketing funnels and progression from visitor through lead, opportunity, pipeline, and revenue. Experience working with CRM, marketing automation, attribution, analytics, and reporting systems. Demonstrated proficiency using AI in modern marketing workflows, including research, data analysis, reporting, campaign optimization, experimentation, automation, and productivity. You should be comfortable working across leading AI platforms and quickly learning new tools as they emerge. Strong analytical skills and the ability to translate data into clear recommendations and actions. Experience managing agencies, freelancers, vendors, and specialized external resources. Experience collaborating closely with senior marketing leadership, Content/Creative, Sales, Product, and external Marketing Operations resources. Comfortable balancing strategic thinking with hands-on execution. Cybersecurity experience is valuable, but strong B2B SaaS experience combined with the ability and desire to learn a technical market quickly can also be successful. How We Work: You have a startup mindset. You're a self-starter who doesn't need someone telling you what to do throughout the day. You can take a business objective, figure out what needs to happen, ask the right questions, and independently move the work forward. You're resourceful, curious, and a fast learner. We trust your expertise. There is real ownership in this role. We hire great people because we want their ideas, judgment, and experience – not because we want someone to simply execute instructions. If you think there's a better approach, we genuinely want to hear it. If the data is telling you we should change direction, say so. You'll be trusted to make decisions within your area, experiment thoughtfully, and do your job in the way you believe will produce the strongest results. You're collaborative and dynamic. You'll work closely with the Director of Marketing, broader marketing leadership, Sales, Product, external partners, and specialists across the organization. You know how to bring strong opinions and expertise to the table without creating territorial silos. You communicate well, welcome feedback, and value other people's expertise as much as your own. You move fast. We'd rather thoughtfully test a strong idea, learn from it, and iterate than spend months trying to make something theoretically perfect. You know how to prioritize, execute, measure, and move forward. If something doesn't work, understand why, learn from it, and try again. You take ownership. If something you're responsible for isn't working, you investigate it. If tracking looks wrong, you flag it. If an agency isn't delivering, you address it. If you see an opportunity, you bring it forward. "Nobody told me to" isn't how we operate. You're a team player. We care about the work we do and the people we do it with. You take pride in producing great work, celebrate team wins, help when someone needs it, and genuinely enjoy collaborating with smart people toward a shared goal. You're adaptable. Our products evolve. Technology advances. Messaging changes. Priorities change. AI is changing how people discover and consume information, and cybersecurity certainly doesn't stand still. You're comfortable operating in a fast-moving technical market and can learn quickly enough to keep pace. You're AI-native. AI is changing both the cybersecurity market we operate in and the way great marketing teams work. We expect you to use it. Whether you're analyzing campaign data, researching an audience, building a workflow, pressure-testing an idea, finding patterns, or eliminating repetitive work, your instinct should be to ask how AI can help you do the job better and faster. We're not looking for someone who occasionally opens an AI tool, we want someone who actively experiments with new capabilities and incorporates the best ones into how they work. You're comfortable with cybersecurity. You don't need to know every acronym on day one, but you should enjoy learning complex technology and understanding the problems our customers are trying to solve. You can become conversant enough in cybersecurity to make intelligent decisions about audiences, campaigns, messaging, and performance. You care about outcomes more than activity. Launching a campaign isn't the finish line. A beautiful dashboard isn't the outcome. More leads aren't necessarily better leads. You want to understand what actually moved the business and what we should do differently because of it. And we genuinely enjoy working together! Across Spin.AI, Revyz, and DoControl, we want people to be proud of what they build, without believing great work requires sacrificing everything outside of it. We respect work-life balance, trust people to manage their responsibilities, and value positive, healthy working relationships. We work hard, move quickly, and care deeply about results – but we also want people to enjoy the work they're doing and the life they're living while they do it. A positive attitude, mutual respect, and being someone others genuinely enjoy working with matter here. What We Offer: Unlimited PTO Hybrid Office Model Paid Holidays Premium health, dental, vision, and life insurance, 100% covered by the company 401(k) Employee Wellness Program Why Spin.AI: Inc. 5000 list for 2026! 🚀 Overall Ranking: #3,309 Industry Ranking: #107 Metro Ranking: #114 State Ranking: #463 Forbes Named Spin.AI One of America's Best Startup Employers THREE Years in a Row (2024- 2026) Work in a fast-moving, high-impact cybersecurity company recognized by Gartner, Forrester, and G2 . Collaborative, transparent culture – your ideas and experiments matter. Direct impact: your work translates into real business growth and visibility. Growth opportunities and performance-based rewards.

Location: San Francisco Bay Area, CA Workplace: Hybrid About Teleport Don't wait for the future of infrastructure. Be part of it. Teleport is the AI Infrastructure Identity Company. We're solving one of the hardest problems in security: giving every human, machine, workload, and AI agent a cryptographically secured identity, improving engineering velocity while maintaining security. We make trusted computing simple. This gives you the freedom, power, and autonomy to build and innovate with confidence. Remote-first and globally distributed, we work with companies like Nasdaq, DoorDash, and Elastic to secure infrastructure for an AI world. ABOUT THE ROLE Reporting to the COO, the VP of Finance will serve as the senior financial executive responsible for the full spectrum of corporate finance, including FP&A, accounting, strategic planning, board reporting, and IPO-readiness. You will manage a high-performing finance team, build the systems and processes that support a scaling infrastructure as a service business, and act as a trusted advisor to leaders across the organization. This is a high-ownership role for a builder who is equally comfortable in the boardroom and in the details. A successful hire will be able to turn complex business data into clear strategic guidance and scale a lean finance function without losing rigor by leveraging the latest technology available. There is not currently a CFO in place, so there is also potential room for growth into that role for high performers. WHAT YOU'LL DO Financial Planning & Strategy - Serve as a strategic thought partner to the COO and CEO — bringing a financial lens to company-level decisions on market positioning, competitive strategy, pricing, geographic expansion, and capital allocation - Co-own the company’s long-range strategic plan alongside executive leadership, shaping not just the financial expression of strategy but the strategy itself - Identify the financial and operational levers that drive sustainable growth, and advocate for resource allocation decisions that reflect Teleport’s most important strategic bets - Own the annual planning and quarterly forecasting cycles, delivering accurate, driver-based financial models across revenue, cost, and headcount - Lead scenario analysis and sensitivity modeling to pressure-test strategic options and support key investment decisions - Translate financial data into clear, actionable insights for the COO, CEO, and Board of Directors by connecting day-to-day performance to long-term strategic goals Accounting & Controls - Oversee all accounting operations including monthly close, revenue recognition (ASC 606), and financial statement preparation - Maintain and strengthen internal controls, ensuring compliance with US GAAP and audit readiness - Manage relationships with external auditors and tax advisors Board & Investor Reporting - Prepare board-level financial packages, investor updates, and management reporting with clarity and precision - Support fundraising, debt financing, and M&A diligence processes as needed - Develop the financial narrative for investors and analysts, underpinned by robust SaaS metrics Business Partnering - Partner closely with Sales, Product, Engineering, and People leaders to drive financial accountability across the business - Own financial metrics and provide regular performance analyses - Support revenue operations, pricing strategy, and go-to-market financial planning Team & Systems Leadership - Lead, mentor, and scale a high-performing finance team including FP&A, accounting, and revenue operations - Drive the selection, implementation, and optimization of financial systems and tools (ERP, FP&A platforms, billing infrastructure) - Build scalable, automated financial processes that support rapid growth and eventual public-company readiness - Champion and model the use of AI and modern technology tools — actively embedding automation, AI-assisted analysis, and intelligent workflows into finance operations to move faster, reduce manual work, and raise the quality of output - Set the standard for technology fluency on the finance team: encourage experimentation with tools like Claude and other AI systems for modeling, reporting, and documentation, and create space for the team to share what works WORKING AT TELEPORT IN THE AGE OF MODERN TECHNOLOGY At Teleport, using the best available tools and systems isn’t a nice-to-have — it’s part of how we work. We expect every Teleporter to actively adopt modern technology to do their job better: move faster, think harder, and produce work they’re proud of. That means embracing automation, better documentation systems, analytics, and tools like Claude regularly, bringing technology into your problem-solving, and sharing what works with your team. WHAT WE'RE LOOKING FOR - 18+ years of progressive financial leadership experience, with significant time as VP of Finance, CFO, or equivalent senior finance executive - Proven record of success at a high-growth B2B Cybersecurity, SaaS or infrastructure technology company in Series D/E/F stages with over $200mln in ARR - Strong command of GAAP accounting, SaaS financial metrics, financial controls, and audit processes - Demonstrated experience supporting a company through key inflection points — Series C+, late-stage private, or IPO preparation - Outstanding communication skills — able to present complex financial matters to executive teams, boards, and investors with confidence and clarity - Proven ability to build and lead high-performing, geographically distributed finance teams - Hands-on experience evaluating, selecting, and scaling financial systems (NetSuite, Workday, Adaptive Insights, or comparable platforms) - Collaborative, data-driven decision-maker who thrives in a fast-moving, distributed environment - Ability to be in-person in our HQ in Oakland, CA, a few times a week for in-person collaboration with the executive team. NICE TO HAVE - CPA, CFA, or MBA from a leading program - Experience taking a company through late stage private funding stages and IPO - Open-source or developer-tools experience. Why Teleport You're joining a company where the problem is real, the team is small, and your work shows up directly in the product. We're not a big company, you won't get lost in a crowd. You'll have the freedom and autonomy to do what you're great at, alongside teammates who care about doing it right and want to see you succeed. The work is collaborative, there's real room to grow, and the mission is one worth showing up for. Remote-first and globally distributed, we're genuinely passionate about what we're building. The Benefits At Teleport, we believe your career is more important than a list of perks. That's why we focus on making your day-to-day the best it can be — giving you the autonomy, access, and support to do the best work of your career. - Extensive health coverage - Annual expense budget - Rest and recovery policies that maximize your ability to recharge - Investment in your future with retirement savings plans - Professional development opportunities Teleport is an equal opportunity employer and does not discriminate against any employee or applicant on the basis of age, color, disability, gender, national origin, race, religion, sexual orientation, veteran status, or any classifications protected by federal, state, or local law. Candidate Privacy Notice: For information about our collection and processing of job applicant personal data for this position, please see our Job Applicant Privacy Policy and Notice of Collection at goteleport.com/legal/apply/job-applicant/ http://goteleport.com/legal/apply/job-applicant/

Location: Poland Workplace: Remote About the company: KIEFER is building Greece's integrated AI ecosystem. From renewable energy infrastructure and AI systems to robotics and enterprise applications, we connect the technologies that power Europe's intelligent future. Founded in 2014, KIEFER has delivered 600MW+ of energy projects and is now developing sovereign AI infrastructure, enterprise AI products and physical AI systems for Greece and Southeast Europe. About the role We are looking for an ML Engineer to improve how our language models work for Polish users. You will measure quality on real product tasks, build Polish-language data and evaluations, and improve models where the results show gaps. Your work will help us understand which Polish-language use cases are ready for launch. The methods you build should also be useful as we expand to other languages. What you will do - Define priority Polish-language use cases and quality targets with Product and go-to-market teams. - Measure current model quality in Polish and investigate errors in language use, terminology, and user tasks. - Build Polish-language datasets and evaluations, using native-speaker review where needed. - Improve model quality through better data, fine-tuning, post-training, or other adaptation methods. - Set up regression tests, quality checks, and monitoring for Polish-language model updates. - Use evaluation results and market feedback to identify remaining gaps and recommend next steps. What you will need - 3+ years of hands-on ML or NLP engineering experience, including work on a non-English or multilingual system in production. - Strong Python skills and experience with PyTorch, JAX, TensorFlow, or a similar ML framework. - Experience building evaluations that reflect real user tasks and combine automatic metrics with human review. - Experience preparing and checking language datasets and building reliable data pipelines. - Hands-on experience fine-tuning, post-training, or adapting NLP or LLM models and measuring the results. - Strong software engineering and production ML skills, including model versioning, regression testing, and monitoring. Nice to have - Professional working proficiency or native-level fluency in Polish. - Experience improving an AI or NLP product for a new language or market. - Research or open-source work in multilingual NLP or model evaluation. What is there for you - Compensation: Competitive package aligned with talent benchmarks. - Impact: Hands-on work shaping AI capabilities for Kiefer Tech’s products and real-world applications. - AI-native environment: Real challenges across model development, evaluation, and production AI systems. - Culture: Engineering-first, high autonomy, low bureaucracy, and space to shape meaningful AI products.

Location: France ClickHouse is on a mission to grow a vibrant global user community and accelerate our journey as a cloud first company. We’re looking for a seasoned Strategic Account Executive to help expand our customer base and shape the future of ClickHouse adoption in the region. Our ideal candidate brings both business acumen and technical depth, capable of guiding customers with specialized expertise to help them achieve their objectives and unlock the full value of ClickHouse. WHAT YOU’LL BE DOING - Identify and nurture opportunities, build pipeline, and close short term Cloud monthly contracts, while simultaneously developing a Strategic business with complex sales cycles. - Evangelize ClickHouse’s vision and solutions to secure strategic commercial commitments. - Take a solution-based approach to selling, delivering clear business value for customers. - Champion the innovation behind ClickHouse Cloud, driving awareness and adoption. - Manage customer details, including use cases, timelines, and forecasting, within Salesforce. - Deliver accurate monthly business forecasts. - Contribute to the ClickHouse ecosystem by engaging in local developer meetups and helping organize ClickHouse specific community events. WHAT YOU BRING - Proven ability to manage cross functional resources — from dedicated teams to executive staff, to drive successful outcomes. - Expertise aligning cloud solutions with customer business needs, challenges, and technical requirements. - 7+ yrs of experience in open source software business models preferred; strong background in cloud and infrastructure software required. - Passion for building long-lasting customer relationships and working cross-functionally in a diverse, global team. - Excellent communication, negotiation, and presentation skills, with strong business and technical acumen. BONUS POINTS FOR - Entrepreneurial mindset with a proven record of delivering results in fast moving environments. - Experience working effectively in a remote-first, global organization. - Prior success selling databases or deploying applications with major cloud providers. PERKS - Flexible work environment - ClickHouse is a globally distributed company and remote-friendly. We currently operate in over 25 countries. - Healthcare - Employer contributions towards your healthcare. - Equity in the company - Every new team member who joins our company receives stock options. - Time off - Flexible time off in the US, generous entitlement in other countries. - A USD$500 Home office setup if you’re a remote employee. - Global Gatherings – We believe in the power of in-person connection and offer opportunities to engage with colleagues at company-wide offsites. CULTURE - WE ALL SHAPE IT As part of a rapidly scaling start-up, you will be instrumental in shaping our culture. Are you interested in finding out more about our culture? Learn more about our values here https://clickhouse.com/company/careers. Check out our blog posts https://clickhouse.com/blog or follow us on LinkedIn https://www.linkedin.com/company/clickhouseinc/life/0c1ee7f4-2129-488d-b413-e7f6270659fd/?viewAsMember=true to find out more about what’s happening at ClickHouse. EQUAL OPPORTUNITY & PRIVACY ClickHouse provides equal employment opportunities to all employees and applicants and prohibits discrimination and harassment of any type based on factors such as race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. Please see here https://clickhouse.com/legal/applicant-privacy-notice for our Privacy Statement.

Location: Canada (Remote) Grafana Labs is the company behind Grafana Cloud, the fully managed observability platform trusted by more than 10,000 organizations to ensure reliability, resolve incidents faster, and optimize telemetry at scale. Built on open source and open standards and designed for interoperability across any stack, Grafana Cloud brings AI to observability and observability to AI, giving teams (and their agents) unified visibility so they can see, understand, and act on all their disparate data, wherever it lives, and move at the speed of their ambitions. Customers, including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce, rely on Grafana Labs. We are a 100% remote company with team members across 40+ countries, backed by leading investors including Lightspeed Venture Partners, Sequoia Capital, GIC, Coatue, J.P. Morgan, CapitalG, and Lead Edge Capital. Learn more at grafana.com and follow us on LinkedIn and X . We’re scaling fast and staying true to what makes us different: an open-source legacy, a global collaborative culture, and a passion for meaningful work. Our team thrives in an innovation-driven environment where transparency, autonomy, and trust fuel everything we do. You may not meet every requirement, and that’s okay. If this role excites you, we’d love you to raise your hand for what could be a truly career-defining opportunity. The Opportunity: The Finance Systems team is seeking an experienced Netsuite Systems Manager with strong functional and IT support experience to join the team. In this individual contributor role you will be responsible for administration, configuration, and support for our Netsuite ERP system and associated Finance Business Systems. Additionally, you will be a Finance Systems thought leader and champion of best IT/functional practices, IT General controls, and process improvement automation. Reporting directly to Sr Director of Finance Systems, you will collaborate closely with Business Application, Sales Operations, IT, and our Finance team. This position is 100% remote. What You’ll Be Doing: Netsuite System Administration Own day-to-day operations of NetSuite, and other Finance Business systems including hands on user support and troubleshooting. Administer and support the NetSuite ERP system, focusing on Financial, Advanced Revenue Management (ARM), and Zone billing module Perform system configuration, customization, upgrade and maintenance along with compliance in change management, ITGC, and SDLC processes. Develop and maintain workflows, custom fields, and scripts. Manage NetSuite integrations with other business systems. Oversee user access management, SOD Reviews, and annual/quarterly review process to resolve segregation of duties conflicts. Oversee the governance, change management, end to end maintenance including general ledger accounts, cost centers, products, and any other necessary structures to support the reporting needs of key stakeholders. Manage ticketing system for tracking open cases/change request to resolution Optimize system settings, workflows, and customizations for maximum efficiency. Ensure data integrity and compliance with SOX regulations. Provide training and support to end-users. Program Management Manage/Configure finance transformation projects focusing primarily on the order to cash cycle, encompassing Lead/Opportunity, Contract Management, Quoting/CPQ, Order Management, Revenue Recognition, Billing, Credit, Collections/Disputes, and Cash Application processes. Collaborate with cross-functional teams such as Sales, Legal,Engineering, Finance and IT to gather requirements and implement solutions that enhance business processes. Identify, scope, and prioritize projects based on business needs. Develop detailed project plans, including approach, timelines, milestones, and resources, ensuring on-time and within-budget project delivery. Define data-driven frameworks and processes to identify, measure, and manage program success, focusing on business value, including benchmarking. Ensure procedures, processes, and proper change controls are followed on all production changes and implementation projects Work with sales operations and biz app teams on system enhancements. Dashboard Creation and Reporting Utilize NetSuite's native tools and our very own Grafana dashboard to create high-performing dashboards tailored to Finance needs. Develop reports and visualizations to provide actionable insights from finance data. What Makes You a Great Fit: Bachelor’s Degree or higher in computer Science, information technology, accounting, finance or a related field. 6+ years of progressive experience with as a Finance System Administrator with Netsuite  and financial systems tools such as Zip, Avalara, Expensify etc Hands-on IT support experience, including troubleshooting and resolving functional & technical issues. Experience with data migration, data mapping, and data integration within Netsuite including the Advanced Revenue Management (ARM) module including Zone and Company billing module,and  Salesforce integration. Administrator-level knowledge of privileged access, content groups, multiple charts of accounts, dynamic approval chains, custom objects, tax codes, tolerances, custom workflows, supplier configuration, and report building Knowledge of ITGCs and experience working in SOC, ISO, and SOX compliant environments Demonstrated experience integrating accounting systems with Salesforce / SFDC, ideally including CPQ and experienced level with Netsuite Advanced Revenue Management (ARM) Experience with project management concepts and tools such as Github, Monday.com and Miro. Sharp analytical skills coupled with the ability to troubleshoot complex system issues with ease Knowledge of core accounting processes such as order to cash, procure to pay, record to report. Highly motivated with the ability to work in a rapidly changing global and remote environment You work well in both a team environment and independently Excellent communication skills with the ability to speak cross-functionally Compensation & Rewards: In the United States, the Base compensation range for this role is $ 145,000 - $175,000 CAD. Actual compensation may vary based on level, experience, and skillset as assessed throughout the interview process. All of our roles include Restricted Stock Units (RSUs), giving every team member ownership in Grafana Labs' success. We believe in shared outcomes—RSUs help us stay aligned and invested as we scale globally. *Compensation ranges are country specific. If you are applying for this role from a different location than listed above, your recruiter will discuss your specific market’s defined pay range & benefits at the beginning of the process. Why You’ll Thrive at Grafana Labs: 100% Remote, Global Culture - As a remote-only company, we bring together talent from around the world, united by a culture of collaboration and shared purpose. Scaling Organization – Tackle meaningful work in a high-growth, ever-evolving environment. Transparent Communication – Expect open decision-making and regular company-wide updates. Innovation-Driven – Autonomy and support to ship great work and try new things. Open Source Roots – Built on community-driven values that shape how we work. Empowered Teams – High trust, low ego culture that values outcomes over optics. Career Growth Pathways – Defined opportunities to grow and develop your career. Approachable Leadership – Transparent execs who are involved, visible, and human. Passionate People – Join a team of smart, supportive folks who care deeply about what they do. In-Person onboarding - We want you to thrive from day 1 with your fellow new ‘Grafanistas’ to learn all about what we do and how we do it. Balance is Key - We operate a global annual leave policy of 30 days per annum. 3 days of your annual leave entitlement are reserved for Grafana Shutdown Days to allow the team to really disconnect. *We will comply with local legislation where applicable. Equal Opportunity Employer: Grafana Labs is an equal opportunities employer. We welcome applications from everyone regardless of race, colour, nationality, origin, caste, sex, gender reassignment identity or expression, sexual orientation, age, religion or belief, disability, veteran status, genetic information, pregnancy, maternity, marital, family or carer status, or any other characteristic which is protected by local law. We believe that equality and diversity build a strong organisation, and we work hard to ensure that is the foundation of our organisation as we grow. Grafana Labs may utilize AI tools in its recruitment process to assist in matching information provided in CVs to job postings. The recruitment team will continue to review inbound CVs manually to identify alignment with current openings. #LI-Remote For information about how your personal data is used once you’ve applied to a job, check out our privacy policy .

Location: United States (Remote) Grafana Labs is the company behind Grafana Cloud, the fully managed observability platform trusted by more than 10,000 organizations to ensure reliability, resolve incidents faster, and optimize telemetry at scale. Built on open source and open standards and designed for interoperability across any stack, Grafana Cloud brings AI to observability and observability to AI, giving teams (and their agents) unified visibility so they can see, understand, and act on all their disparate data, wherever it lives, and move at the speed of their ambitions. Customers, including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce, rely on Grafana Labs. We are a 100% remote company with team members across 40+ countries, backed by leading investors including Lightspeed Venture Partners, Sequoia Capital, GIC, Coatue, J.P. Morgan, CapitalG, and Lead Edge Capital. Learn more at grafana.com and follow us on LinkedIn and X . We’re scaling fast and staying true to what makes us different: an open-source legacy, a global collaborative culture, and a passion for meaningful work. Our team thrives in an innovation-driven environment where transparency, autonomy, and trust fuel everything we do. You may not meet every requirement, and that’s okay. If this role excites you, we’d love you to raise your hand for what could be a truly career-defining opportunity. The Opportunity: The Finance Systems team is seeking an experienced Netsuite Systems Manager with strong functional and IT support experience to join the team. In this individual contributor role you will be responsible for administration, configuration, and support for our Netsuite ERP system and associated Finance Business Systems. Additionally, you will be a Finance Systems thought leader and champion of best IT/functional practices, IT General controls, and process improvement automation. Reporting directly to Sr Director of Finance Systems, you will collaborate closely with Business Application, Sales Operations, IT, and our Finance team. This position is 100% remote. What You’ll Be Doing: Netsuite System Administration Own day-to-day operations of NetSuite, and other Finance Business systems including hands on user support and troubleshooting. Administer and support the NetSuite ERP system, focusing on Financial, Advanced Revenue Management (ARM), and Zone billing module Perform system configuration, customization, upgrade and maintenance along with compliance in change management, ITGC, and SDLC processes. Develop and maintain workflows, custom fields, and scripts. Manage NetSuite integrations with other business systems. Oversee user access management, SOD Reviews, and annual/quarterly review process to resolve segregation of duties conflicts. Oversee the governance, change management, end to end maintenance including general ledger accounts, cost centers, products, and any other necessary structures to support the reporting needs of key stakeholders. Manage ticketing system for tracking open cases/change request to resolution Optimize system settings, workflows, and customizations for maximum efficiency. Ensure data integrity and compliance with SOX regulations. Provide training and support to end-users. Program Management Manage/Configure finance transformation projects focusing primarily on the order to cash cycle, encompassing Lead/Opportunity, Contract Management, Quoting/CPQ, Order Management, Revenue Recognition, Billing, Credit, Collections/Disputes, and Cash Application processes. Collaborate with cross-functional teams such as Sales, Legal,Engineering, Finance and IT to gather requirements and implement solutions that enhance business processes. Identify, scope, and prioritize projects based on business needs. Develop detailed project plans, including approach, timelines, milestones, and resources, ensuring on-time and within-budget project delivery. Define data-driven frameworks and processes to identify, measure, and manage program success, focusing on business value, including benchmarking. Ensure procedures, processes, and proper change controls are followed on all production changes and implementation projects Work with sales operations and biz app teams on system enhancements. Dashboard Creation and Reporting Utilize NetSuite's native tools and our very own Grafana dashboard to create high-performing dashboards tailored to Finance needs. Develop reports and visualizations to provide actionable insights from finance data. What Makes You a Great Fit: Bachelor’s Degree or higher in computer Science, information technology, accounting, finance or a related field. 6+ years of progressive experience with as a Finance System Administrator with Netsuite  and financial systems tools such as Zip, Avalara, Expensify etc Hands-on IT support experience, including troubleshooting and resolving functional & technical issues. Experience with data migration, data mapping, and data integration within Netsuite including the Advanced Revenue Management (ARM) module including Zone and Company billing module,and  Salesforce integration. Administrator-level knowledge of privileged access, content groups, multiple charts of accounts, dynamic approval chains, custom objects, tax codes, tolerances, custom workflows, supplier configuration, and report building Knowledge of ITGCs and experience working in SOC, ISO, and SOX compliant environments Demonstrated experience integrating accounting systems with Salesforce / SFDC, ideally including CPQ and experienced level with Netsuite Advanced Revenue Management (ARM) Experience with project management concepts and tools such as Github, Monday.com and Miro. Sharp analytical skills coupled with the ability to troubleshoot complex system issues with ease Knowledge of core accounting processes such as order to cash, procure to pay, record to report. Highly motivated with the ability to work in a rapidly changing global and remote environment You work well in both a team environment and independently Excellent communication skills with the ability to speak cross-functionally Compensation & Rewards: In the United States, the Base compensation range for this role is $ 144,000 - $173,000. Actual compensation may vary based on level, experience, and skillset as assessed throughout the interview process. All of our roles include Restricted Stock Units (RSUs), giving every team member ownership in Grafana Labs' success. We believe in shared outcomes—RSUs help us stay aligned and invested as we scale globally. *Compensation ranges are country specific. If you are applying for this role from a different location than listed above, your recruiter will discuss your specific market’s defined pay range & benefits at the beginning of the process. Why You’ll Thrive at Grafana Labs: 100% Remote, Global Culture - As a remote-only company, we bring together talent from around the world, united by a culture of collaboration and shared purpose. Scaling Organization – Tackle meaningful work in a high-growth, ever-evolving environment. Transparent Communication – Expect open decision-making and regular company-wide updates. Innovation-Driven – Autonomy and support to ship great work and try new things. Open Source Roots – Built on community-driven values that shape how we work. Empowered Teams – High trust, low ego culture that values outcomes over optics. Career Growth Pathways – Defined opportunities to grow and develop your career. Approachable Leadership – Transparent execs who are involved, visible, and human. Passionate People – Join a team of smart, supportive folks who care deeply about what they do. In-Person onboarding - We want you to thrive from day 1 with your fellow new ‘Grafanistas’ to learn all about what we do and how we do it. Balance is Key - We operate a global annual leave policy of 30 days per annum. 3 days of your annual leave entitlement are reserved for Grafana Shutdown Days to allow the team to really disconnect. *We will comply with local legislation where applicable. Equal Opportunity Employer: Grafana Labs is an equal opportunities employer. We welcome applications from everyone regardless of race, colour, nationality, origin, caste, sex, gender reassignment identity or expression, sexual orientation, age, religion or belief, disability, veteran status, genetic information, pregnancy, maternity, marital, family or carer status, or any other characteristic which is protected by local law. We believe that equality and diversity build a strong organisation, and we work hard to ensure that is the foundation of our organisation as we grow. Grafana Labs may utilize AI tools in its recruitment process to assist in matching information provided in CVs to job postings. The recruitment team will continue to review inbound CVs manually to identify alignment with current openings. #LI-Remote For information about how your personal data is used once you’ve applied to a job, check out our privacy policy .

Location: San Francisco, CA About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working together to build beneficial AI systems. About the role Anthropic is seeking an experienced Corporate Development professional to drive key strategic initiatives, including sourcing and executing acquisitions and strategic partnerships. In this role, you will partner directly with key members of Anthropic's leadership team to shape our growth strategy and help build the ecosystem around safe, beneficial AI, grounded in Anthropic’s strategic priorities. As a critical strategic partner, you'll identify opportunities for expansion, lead complex transactions, and ensure successful integration of new capabilities into our organization. The ideal candidate brings a unique combination of strategic thinking, technical understanding, and execution capability. You're passionate about AI safety and Anthropic's mission to create AI systems that are helpful, harmless, and honest. You thrive in ambiguous environments and can navigate complex negotiations while maintaining strong relationships across multiple stakeholders. Key responsibilities Help shape the corporate development function, establishing best practices across the full spectrum of transactions from acquihires to transformational acquisitions Partner closely with cross-functional product, engineering, and research teams to understand and assess the technical and strategic value of potential opportunities Lead end-to-end transaction processes, from initial sourcing through due diligence, negotiation, and integration Create streamlined processes for rapid evaluation and execution of technical talent acquisitions Build and maintain relationships with entrepreneurs, venture capitalists, and strategic partners in the AI ecosystem Conduct comprehensive market analysis to identify emerging trends, competitive dynamics, and growth opportunities in AI and related technologies Structure and negotiate complex deals, working closely with legal, finance, and other cross-functional teams Drive post-transaction integration efforts, ensuring successful realization of strategic objectives Develop financial models and valuation analyses to support investment decisions Present strategic recommendations to executive leadership and board members Support the growth of Anthropic's partnership ecosystem, including relationships with cloud providers and enterprise customers Minimum qualifications Possess strong technical understanding through either work experience (as a software engineer, product manager, or investor) or educational background (Computer Science degree or equivalent) Demonstrate exceptional analytical and financial modeling skills Have experience leading complex M&A transactions or strategic partnerships in technology sectors Excel at building relationships and can effectively engage with technical and business stakeholders Are comfortable operating in fast-paced, ambiguous environments with competing priorities Possess outstanding communication skills, both written and verbal, with ability to influence at all levels Have a deep interest in AI safety and alignment with Anthropic's mission Preferred qualifications Have 12+ years of corporate development experience, with demonstrated success building or significantly scaling corp dev functions at high-growth technology companies Have direct experience in AI/ML companies or deep learning research environments Bring an established network within the AI startup ecosystem and venture capital community Have led post-merger integration efforts or built new business units from the ground up Possess an MBA or advanced technical degree Have experience negotiating complex strategic partnerships with major technology companies Demonstrate a track record of identifying and executing transformational opportunities Show experience with international expansion or cross-border transactions The annual compensation range for this role is listed below. For sales roles, the range provided is the role’s On Target Earnings ("OTE") range, meaning that the range includes both the sales commissions/sales bonuses target and annual base salary for the role. Annual Salary: $1 — $2 USD Logistics Minimum education: Bachelor’s degree or an equivalent combination of education, training, and/or experience Required field of study: A field relevant to the role as demonstrated through coursework, training, or professional experience Minimum years of experience: Years of experience required will correlate with the internal job level requirements for the position Location-based hybrid policy: Currently, we expect all staff to be in one of our offices at least 25% of the time. However, some roles may require more time in our offices. Visa sponsorship: We do sponsor visas! However, we aren't able to successfully sponsor visas for every role and every candidate. But if we make you an offer, we will make every reasonable effort to get you a visa, and we retain an immigration lawyer to help with this. We encourage you to apply even if you do not believe you meet every single qualification. Not all strong candidates will meet every single qualification as listed.  Research shows that people who identify as being from underrepresented groups are more prone to experiencing imposter syndrome and doubting the strength of their candidacy, so we urge you not to exclude yourself prematurely and to submit an application if you're interested in this work. We think AI systems like the ones we're building have enormous social and ethical implications. We think this makes representation even more important, and we strive to include a range of diverse perspectives on our team. Your safety matters to us. To protect yourself from potential scams, remember that Anthropic recruiters only contact you from @anthropic.com email addresses. In some cases, we may partner with vetted recruiting agencies who will identify themselves as working on behalf of Anthropic. Be cautious of emails from other domains. Legitimate Anthropic recruiters will never ask for money, fees, or banking information before your first day. If you're ever unsure about a communication, don't click any links—visit anthropic.com/careers directly for confirmed position openings. How we're different We believe that the highest-impact AI research will be big science. At Anthropic we work as a single cohesive team on just a few large-scale research efforts. And we value impact — advancing our long-term goals of steerable, trustworthy AI — rather than work on smaller and more specific puzzles. We view AI research as an empirical science, which has as much in common with physics and biology as with traditional efforts in computer science. We're an extremely collaborative group, and we host frequent research discussions to ensure that we are pursuing the highest-impact work at any given time. As such, we greatly value communication skills. The easiest way to understand our research directions is to read our recent research. This research continues many of the directions our team worked on prior to Anthropic, including: GPT-3, Circuit-Based Interpretability, Multimodal Neurons, Scaling Laws, AI & Compute, Concrete Problems in AI Safety, and Learning from Human Preferences. Come work with us! Anthropic is a public benefit corporation headquartered in San Francisco. We offer competitive compensation and benefits, optional equity donation matching, generous vacation and parental leave, flexible working hours, and a lovely office space in which to collaborate with colleagues. Guidance on Candidates' AI Usage: Learn about our policy for using AI in our application process.