Location: Peru
Workplace: remote
About the Project
Project Hydrus is a scripted and conversational audio data collection project. The recordings produced help build natural, everyday-sounding synthesized voices for conversational AI products — voices that sound like real people talking, not scripted performances.
As Session Director, you'll lead live recording sessions with Voice Contributors, guiding them through scripted scenarios to produce natural, conversational-quality audio. This hands-on role blends creative direction, coaching, and technical audio judgment — making scripted material sound authentic and unscripted, rather than recited, while keeping sessions moving at a natural pace.
What You'll Do
- Direct voice performers through scripted scenarios, coaching for natural, conversational delivery rather than verbatim recitation.
- Build quick scene context for performers (who, where, why) and improvise to fill narrative or dialogue gaps live, keeping sessions flowing naturally.
- Adapt scripted wording for natural phrasing and regional/dialect authenticity as needed.
- Monitor and correct technical audio quality in real time: mic technique, pacing, clarity, and background noise.
- Manage session pacing to meet recording targets without sacrificing performance quality, and maintain organized notes on adjustments and retakes.
- Create a supportive, low-pressure environment for performers, including those with limited prior voice experience.
What We're Looking For
Required
- Native fluency in the required language (with specific dialect), with a strong ear for natural, colloquial phrasing.
- Experience directing, coaching, or producing voice or audio talent (e.g., voice direction, casting direction, audio/podcast production, dubbing/ADR, or theater direction).
- Demonstrated ability to give clear, specific, actionable performance direction.
- Strong working knowledge of basic recording/mic technique (proximity, plosives, room noise, levels).
- Comfortable improvising and adjusting scripted material on the spot.
- Excellent interpersonal skills; able to build rapport quickly with performers of varying experience levels.
Preferred (nice to have, not required)
- Background in improv, theater direction, or acting coaching.
- Experience directing non-professional or first-time voice talent specifically.
- Familiarity with DAWs or recording software (e.g., Pro Tools, Adobe Audition, Reaper) for spot-checking audio quality.
Commitment & Compensation
- Estimated time: Approximately 8 hours calibration, plus supervision across two recording sessions of ~4 hours each per participant
- Work Type - Freelance Remote
- Rate: $55.00 USD per hour
Why Join Welo Data?
✨ Limitless Flexibility
Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.
🌱 Limitless Growth
Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.
🌍 Limitless Support
Be part of a global contributor community with responsive guidance and support.
💡 Real Impact
Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills.
How to Apply?
Apply now by answering a few quick questions to join our database and become part of our growing community.
About Welo Data
Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries.
At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms.
Location: Mexico
Workplace: remote
About the Project
Project Hydrus is a scripted and conversational audio data collection project. The recordings produced help build natural, everyday-sounding synthesized voices for conversational AI products — voices that sound like real people talking, not scripted performances.
As Session Director, you'll lead live recording sessions with Voice Contributors, guiding them through scripted scenarios to produce natural, conversational-quality audio. This hands-on role blends creative direction, coaching, and technical audio judgment — making scripted material sound authentic and unscripted, rather than recited, while keeping sessions moving at a natural pace.
What You'll Do
Direct voice performers through scripted scenarios, coaching for natural, conversational delivery rather than verbatim recitation.
Why Join Welo Data?
✨ Limitless Flexibility
Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.
🌱 Limitless Growth
Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.
🌍 Limitless Support
Be part of a global contributor community with responsive guidance and support.
💡 Real Impact
Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills.
How to Apply?
Apply now by answering a few quick questions to join our database and become part of our growing community.
About Welo Data
Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries.
At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms.
Location: United States
Workplace: remote
About the Project
Project Hydrus is a scripted and conversational audio data collection project. The recordings produced help build natural, everyday-sounding synthesized voices for conversational AI products — voices that sound like real people talking, not scripted performances.
As Session Director, you'll lead live recording sessions with Voice Contributors, guiding them through scripted scenarios to produce natural, conversational-quality audio. This hands-on role blends creative direction, coaching, and technical audio judgment — making scripted material sound authentic and unscripted, rather than recited, while keeping sessions moving at a natural pace.
What You'll Do
- Direct voice performers through scripted scenarios, coaching for natural, conversational delivery rather than verbatim recitation.
- Build quick scene context for performers (who, where, why) and improvise to fill narrative or dialogue gaps live, keeping sessions flowing naturally.
- Adapt scripted wording for natural phrasing and regional/dialect authenticity as needed.
- Monitor and correct technical audio quality in real time: mic technique, pacing, clarity, and background noise.
- Manage session pacing to meet recording targets without sacrificing performance quality, and maintain organized notes on adjustments and retakes.
- Create a supportive, low-pressure environment for performers, including those with limited prior voice experience.
What We're Looking For
Required
- Native fluency in the required language (with specific dialect), with a strong ear for natural, colloquial phrasing.
- Experience directing, coaching, or producing voice or audio talent (e.g., voice direction, casting direction, audio/podcast production, dubbing/ADR, or theater direction).
- Demonstrated ability to give clear, specific, actionable performance direction.
- Strong working knowledge of basic recording/mic technique (proximity, plosives, room noise, levels).
- Comfortable improvising and adjusting scripted material on the spot.
- Excellent interpersonal skills; able to build rapport quickly with performers of varying experience levels.
Preferred (nice to have, not required)
- Background in improv, theater direction, or acting coaching.
- Experience directing non-professional or first-time voice talent specifically.
- Familiarity with DAWs or recording software (e.g., Pro Tools, Adobe Audition, Reaper) for spot-checking audio quality.
Commitment & Compensation
- Estimated time: Approximately 8 hours calibration, plus supervision across two recording sessions of ~4 hours each per participant
- Work Type - Freelance Remote
Why Join Welo Data?
✨ Limitless Flexibility
Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.
🌱 Limitless Growth
Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.
🌍 Limitless Support
Be part of a global contributor community with responsive guidance and support.
💡 Real Impact
Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills.
How to Apply?
Apply now by answering a few quick questions to join our database and become part of our growing community.
About Welo Data
Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries.
At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms.
GiveWell’s mission is to help people in need as much as we can by researching the most cost-effective ways to save and improve lives, sharing our work openly, and directing donations to the programs we believe will do the most good. Our work focuses on global health and well-being, funded by tens of thousands of donors who rely on our research to inform their giving. We have grown from directing $1.5 million in 2010 to more than $400 million in 2025, with anticipated grantmaking likely to approach or exceed $1 billion this year, aiming for a future with even greater scale. We have been expanding our research capacity and scope to direct substantially more funding to the most impactful opportunities.
The Senior Communications Officer, Strategic Communications will lead GiveWell’s development of messaging and narratives that explain its work across different audiences and contexts. The role involves translating the organization’s increasingly diverse and complex work into clear, accurate communications and leading major initiatives requiring close coordination across GiveWell.
This position reports to the Vice President of Communications, Steven Profaizer, and will lead a small and growing team. It is one of three new communications leadership roles, alongside Senior Communications Officer, Media & Public Affairs and Senior Communications Officer, Editorial & Production.
Location: Poland; Georgia; Serbia; Bulgaria; Armenia
We build cloud CPaaS/CCaaS infrastructure - the routing, messaging and real-time layer that contact centres run on. High traffic, event-driven services, and a UI that has to stay correct while thousands of live conversations move through it.
We're hiring a senior engineer for a team where AI agents are part of the normal development loop, not a pilot. You'll own features end-to-end across a Go backend and a React/TypeScript frontend, and you'll be accountable for everything you ship — including the parts an agent wrote.
This is not a prompt-engineering role. It's a senior engineering role where AI-assisted delivery is the default working method.
Requirements
What will you do at MMDSmart?
Own features end-to-end across Go backend and React/TypeScript frontend;
Design and develop solutions for high-load and distributed production systems;
Use AI coding agents as an integral part of your everyday development workflow;
Guide AI agents, review and verify their output, and take ownership of the final result;
Build and evolve backend services, APIs, frontend functionality, and external integrations;
Investigate complex production issues and drive them to resolution;
Contribute to architecture decisions, technical discussions, and system improvements;
Help improve our codebase and development practices to make AI-assisted engineering more effective.
You are a perfect match if you have:
5+ years of professional software engineering experience and strong Senior-level engineering fundamentals;
Strong hands-on production experience with Go - 4 years of experience;
Practical experience with React and/or TypeScript; you don’t need to be a frontend expert, but you should be comfortable working with frontend code;
Hands-on experience with high-load and distributed production systems;
Experience designing, building, and debugging production services and APIs;
Hands-on experience with AI coding tools such as Claude Code, Cursor, Windsurf, Copilot, or similar - beyond simple autocomplete;
Ability to use AI to work effectively across different parts of the stack while critically reviewing and verifying its output;
Strong engineering judgement, ownership, and ability to make technical decisions independently.
Our Tech Stack:
Backend: Go, microservices, REST APIs, GraphQL
Frontend: React, TypeScript, Zustand / Redux Toolkit, WebSocket / SSE
Event-driven: Kafka, NATS / JetStream, RabbitMQ, event-driven architecture
Data: PostgreSQL, Redis, MongoDB
Infrastructure: GCP, Kubernetes, Docker, CI/CD, Infrastructure as Code
Observability & Performance: structured logging, metrics, tracing, profiling, high-load and concurrency tooling
AI Development: Claude Code, Cursor, Windsurf, Copilot and other agentic development tools
Domain: CPaaS / CCaaS, messaging, voice, real-time communication, external provider integrations
Will be a plus:
CCaaS / CPaaS / telecom background: contact-centre routing, ACD, omnichannel messaging.
Voice stack: WebRTC, SIP, media servers, or CPaaS APIs
API gateway and microservices integration; GraphQL federation.
Kubernetes, Docker, CI/CD ownership, infrastructure-as-code.
Polyglot persistence: Redis for caching and ephemeral state, PostgreSQL where a document model is the wrong fit; plus the judgement to tell the difference. MongoDB Atlas or self-managed cluster operations.
Internal tooling, evals or automation built on LLM APIs.
Open-source contributions, especially in Go.
What you get:
An AI-first engineering environment where AI is part of real production development;
The opportunity to use AI to work across the full stack and expand beyond your primary expertise;
Work on high-load communication products with real business impact;
A team where Senior Engineers influence technical decisions and architecture;
Remote work.
Benefits
Why do talents choose and stay at MMDSmart?
Embrace the opportunity to work in a company that cares about:
Your Wellness:
Access to mental health programs, comprehensive medical insurance, and a sports card*.
Your Happiness:
Enjoy the company of cool teammates, a friendly atmosphere, a strong mentorship, and a variety of bonuses & corporate gifts.
Your Development:
Benefit from free educational events & courses, and English classes with native speakers.
Your Career:
Focus on your professional development in a supportive environment.
Work-Life Balance:
Choose your working format - remote, office-based, or hybrid and engage in team-building activities.
Think this role's got your name on it? Go ahead and apply, we'd love to see what you've got!
Equal-Opportunity Employment
We are an equal opportunity employer committed to creating a diverse and inclusive work environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
*Medical Insurance and Sport Card perks are available for employees located in Bulgaria.
Location: Thousand Oaks, United States
CXG is a global Customer Experience consulting firm specializing exclusively in serving premium and luxury brands.
We partner with premium and luxury brands to transform experiences for meaningful impact. We provide valuable insights and support them in taking actionable steps toward creating seamless customer experiences that deliver more value.
About the Role:
As a luxury brand evaluator, you will step into the world of luxury to discreetly assess customer experiences, providing critical feedback that helps brands refine their services. Whether visiting boutiques, purchasing online, or returning a product, your voice shapes the future of luxury.
• Flexibility - each in-store visit takes approximately 20 minutes, giving you the flexibility to complete multiple assignments.
• Frequent opportunities - perform several missions per month and collaborate with some of the most prestigious brands worldwide.
What you will be doing:
1. Choose your assignments - align your missions with your personal preferences and profile.
2. Visit luxury stores or evaluate online - engage with sales associates in the stores or online from the comfort of your home.
3. Observe carefully - check the ambiance, service quality, and overall customer experience.
4. Provide honest feedback - use our platform to share your observations through questionnaires.
Perks of the Role:
• Collaborate with iconic brands across industries.
• Flexible assignments tailored to your interests.
• Compensation for your time and input, with the potential for reimbursement on purchases.
• A user-friendly platform for managing missions and feedback.
How to Join the CXG Community:
1. Register: sign up at
live.cxg.com
and confirm your email.
2. Complete your profile: fill out your details to 100% and get verified.
3. Get certified: pass the General Certification to access missions.
4. Apply for missions: explore assignments with brands that excite you.
5. Start evaluating: begin making a difference in the luxury market.
Compensation:
• Non-Purchase Evaluations: Earn a fee based on mission complexity.
• Purchase-Based Evaluations: Reimbursement for approved items as stated in the mission brief.
About CXG
At CXG, we connect premium brands with over 80,000 evaluators across 70 countries. With 12 global offices and almost two decades of CX retail expertise, we’re committed to redefining the customer experience for luxury giants.
Join us and enjoy the flexibility of working on the go with our mobile platform, CXG Live. On this platform, you can seamlessly manage missions, certifications, and feedback.
Requirements
Must be 18 years or older (21 years or older in the United States).
Current customer of premium and luxury brands.
Not currently under contract with any retail brands, to ensure impartiality.
Punctual, organized, detail-oriented, and reliable.
Observant and passionate about customer experience.
No prior experience is required; we value honest feedback from genuine customers.
Location: Charlotte, United States; Pineville, United States; Matthews, United States; Harrisburg, United States; Belmont, United States; Huntersville, United States
Turn your passion for luxury into a career opportunity. Explore the world of premium brands and make a lasting impact in fashion, beauty, jewelry, or automobiles. Join CXG, the global leader in customer experience, and work alongside iconic brand names.
About the Role:
As a luxury brand evaluator, you will step into the world of luxury to discreetly assess customer experiences, providing critical feedback that helps brands refine their services. Whether visiting boutiques, purchasing online, or returning a product, your voice shapes the future of luxury.
• Flexibility - each in-store visit takes approximately 20 minutes, giving you the flexibility to complete multiple assignments.
• Frequent opportunities - perform several missions per month and collaborate with some of the most prestigious brands worldwide.
What you will be doing:
1. Choose your assignments - align your missions with your personal preferences and profile.
2. Visit luxury stores or evaluate online - engage with sales associates in the stores or online from the comfort of your home.
3. Observe carefully - check the ambiance, service quality, and overall customer experience.
4. Provide honest feedback - use our platform to share your observations through questionnaires.
Perks of the Role:
• Collaborate with iconic brands across industries.
• Flexible assignments tailored to your interests.
• Compensation for your time and input, with the potential for reimbursement on purchases.
• A user-friendly platform for managing missions and feedback.
How to Join the CXG Community:
1. Register: sign up at
live.cxg.com
and confirm your email.
2. Complete your profile: fill out your details to 100% and get verified.
3. Get certified: pass the General Certification to access missions.
4. Apply for missions: explore assignments with brands that excite you.
5. Start evaluating: begin making a difference in the luxury market.
Compensation:
• Non-Purchase Evaluations: Earn a fee based on mission complexity.
• Purchase-Based Evaluations: Reimbursement for approved items as stated in the mission brief.
About CXG
At CXG, we connect premium brands with over 80,000 evaluators across 70 countries. With 12 global offices and almost two decades of CX retail expertise, we’re committed to redefining the customer experience for luxury giants.
Join us and enjoy the flexibility of working on the go with our mobile platform, CXG Live. On this platform, you can seamlessly manage missions, certifications, and feedback.
Requirements
Must be 18 years or older (21 years or older in the United States).
Current customer of premium and luxury brands.
Not currently under contract with any retail brands, to ensure impartiality.
Punctual, organized, detail-oriented, and reliable.
Observant and passionate about customer experience.
No prior experience is required; we value honest feedback from genuine customers.
Location: Bucharest, Romania
AMC Studio is a world-leading 3D art and game development studio based in Bucharest, Romania, and part of the Keywords Studios international group. Founded in 1996 and with nearly 30 years of activity, AMC has provided 3D art services for major Triple-A titles such as The Witcher 3: Wild Hunt, Call of Duty, Dead Space, World of Tanks, and the Mafia franchise. At the core of the studio is a passionate team of artists whose adaptability across art styles - from stylized to photorealistic - brings game worlds to life.
Responsibilities:
High-Fidelity Modeling:
Create highly detailed, believable 3D models of environment assets ranging from ornate furniture to complex, weathered machinery.
Artistic Alignment:
Ensure all assets fit the established look and feel of the project, focusing on strong silhouettes and period-correct industrial design.
Technical Integration:
Import and set up assets within
Unreal Engine
, including assigning materials, checking scale against surrounding geometry, and ensuring correct orientation.
Optimization & Polish:
Manage technical requirements for all assets, including the creation of efficient LODs and functional collision geometry.
Collaboration:
Work closely with Art Leads to meet quality benchmarks and deadlines in a timely manner, contributing to a team-oriented environment.
Feedback Loop:
Actively participate in critiques, applying feedback to iterate on assets and maintain visual consistency across the project.
Requirements
Professional Experience:
4+ years of experience as a 3D Props Artist in the games industry, having contributed to at least one published AAA title.
Environmental Storytelling:
A portfolio that demonstrates an ability to create "lived-in" props with believable wear, grime, and material history.
Unreal Engine Pipeline:
Solid experience with the UE workflow, specifically regarding asset importing, material assignment, and mesh validation.
Technical Foundations:
Excellent understanding of form, shape, and structure, alongside a disciplined approach to polygon counts and texture budgets.
Asset Optimization:
Proficiency in creating clean UV layouts and efficient LOD chains.
Communication:
Self-motivated with strong English communication and writing skills, and a proactive, team-player attitude.
Benefits
Competitive remuneration
Projects aligned with your expertise and interests
Collaboration with industry leaders on AAA titles
Professional growth opportunities
Flexible work arrangements
An environment dedicated to diversity and inclusion
Location: Boston, MA
Workplace: OnSite
At WHOOP, we're on a mission to unlock and inspire performance for life. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives.
We are looking for an experienced product research leader to support product development across WHOOP's hardware, wearables, algorithms, sensors, and advanced technology portfolio. You’ll manage a team of research staff that own end-to-end research for early-stage innovation, physical products and apparel, and algorithm development out of WHOOP Labs Boston. You will also contribute to the broader WHOOP Labs research strategy, bringing your research expertise to the Human Subjects Research leadership team.
The ideal candidate brings experience leading researchers in a fast-paced technical product environment, with particular preference for experience supporting hardware, sensors, wearables, or other physical products through iterative development cycles. This position is in-person in Boston, MA 5 days per week with travel 2-3 times per year.
RESPONSIBILITIES
- Develop, manage and scale the human subjects research team with an emphasis on professional development and coaching at multiple levels of seniority.
- Champion research integrity, including ensuring that data collection tools and team practices are optimized for the fast-paced, complex nature of product innovation work.
- Advocate for the needs of your team and their work to unlock high-volume, high-quality research on site at WHOOP Labs Boston.
- Define and monitor key performance indicators (KPIs) to measure the effectiveness of program initiatives and track progress towards goals.
- Collaborate closely with other research leaders to build a strong culture across WHOOP Labs and ensure strong ways of working between research execution and operations teams.
- Partner with stakeholders across signal engineering, machine learning, hardware, apparel, and product to coach on working with HSR and facilitate effective collaboration between teams.
- Champion of culture of team trust, support, and communication, emphasizing the complexities of conducting public-facing, high-engagement activities.
- Partner with the Associate Director of Lab Operations and Associate Director of WHOOP Labs Doha to build the WHOOP Labs brand across the global organization.
- Reports to the Sr. Director of Human Subjects Research
QUALIFICATIONS
- 5+ years of experience in a Research Manager, Research Lead, or similar human subjects research leadership role within a technical product development environment.
- 2+ years of direct people management experience, with a demonstrated ability to coach and develop researchers across disciplines and levels.
- Experience supporting research for consumer hardware, sensors, wearables, connected devices, or other physical products strongly preferred.
- Familiarity with physical product development processes, including early-stage prototyping, iterative testing, hardware development timelines, and/or feasibility explorations.
- Data-driven approach to strategic planning, comfortable reviewing metrics and identifying ways to measure research ROI and impact
- Experience collaborating across multiple functions including engineering, privacy/legal, research, recruitment, and product.
- Passion for building a strong team culture and coaching future research leaders.
- Strong organizational, communication, and documentation skills.
- Passion for health, wellness, and WHOOP’s mission.
Interested in the role, but don’t meet every qualification? We encourage you to still apply! At WHOOP, we believe there is much more to a candidate than what is written on paper, and we value character as much as experience. As we continue to build a diverse and inclusive environment, we encourage anyone who is interested in this role to apply.
WHOOP is an Equal Opportunity Employer and participates in E-verify to determine employment eligibility. It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
The WHOOP compensation philosophy is designed to attract, motivate, and retain exceptional talent by offering competitive base salaries, meaningful equity, and consistent pay practices that reflect our mission and core values.
At WHOOP, we view total compensation as the combination of base salary, equity, and benefits, with equity serving as a key differentiator that aligns our employees with the long-term success of the company and allows every member of our corporate team to own part of WHOOP and share in the company’s long-term growth and success.
The U.S. base salary range for this full-time position is $140,000 - $180,000. Salary ranges are determined by role, level, and location. Within each range, individual pay is based on factors such as job-related skills, experience, performance, and relevant education or training.
In addition to the base salary, the successful candidate will also receive benefits and a generous equity package.
These ranges may be modified in the future to reflect evolving market conditions and organizational needs. While most offers will typically fall toward the starting point of the range, total compensation will depend on the candidate’s specific qualifications, expertise, and alignment with the role’s requirements.
Location: United States
ClinChoice is a global full-service CRO committed to professional growth and a quality-driven “one-team” culture. We are seeking a
Senior Statistical Programmer
to join our in-house team and support projects across a diverse client portfolio, including pharmaceutical, biotechnology, medical device, and consumer health companies of varying sizes.
We are seeking a highly skilled
Senior Statistical Programmer
to lead statistical activities for clinical trials. This role requires hands-on statistical expertise, strong communication skills, and the ability to independently lead projects while collaborating closely with cross-functional teams.
Join our team: you can be part of making a difference in peoples' lives and experience a fulfilling and rewarding career!
Main Job Tasks
The
Senior Statistical Programmer
is a delivery-focused role responsible for leading and supporting aspects of the programming effort to deliver technical programming and information components of a project. The position requires strong technical skills, thorough knowledge of the industry, and
demonstrated experience leading statistical programming activities and providing technical guidance to other programmers
. The individual should be able to independently perform programming tasks, oversee programming deliverables, and effectively collaborate with cross-functional teams and external vendors.
Responsibilities
Programing for clinical trials:
Program and validate derived datasets, tables, figures, listings. Process data from the external sources.
Perform ad hoc exploratory analyses for publications and programming support other functions of Research and Development or other organizations.
Oversee programing work/deliverables from CROs.
Contribute to the design/implementation/review of Case Report Form, Data Transfer Specification, Statistical Analysis Plan, SDTM/ADaM Specification documents, Define packages.
Electronic submissions:
Program and validate CDISC compliant deliveries for the electronic submissions.
Support in the creation of supporting documentation for submissions.
Project Management:
Ensure programming deliverables are on time and of high quality.
Help managing internal contractors and external vendors.
Standards and Guidelines:
Participate in development of departmental working instructions and guidelines.
Help in creation of enhanced functions/macros and utilities.
Qualification & Experience
Bachelor or Master degree in Computer Science, Mathematics, Engineering, Medical or related discipline.
BS with more than 5 or MS with 3 years of experience in statistical programming (SAS, R) in the pharmaceutical industry.
Working knowledge of SAS and its various components.
Knowledge of R programming in clinical trials
Familiarity of the drug development process.
Strong SAS and SAS Macro language skills.
R programming skils in clinical trials
Strong knowledge of industry standards.
Ability to work on data integrations (ISS and ISE).
Strong oral and written communication skills. Ability to communicate details of the analysis to other team members with less technical experience.
The Application Process
Once you have submitted your CV, you will receive an acknowledgement that we received it. If you have the requirements we need, you will be invited for phone interview as the first step. Unfortunately, due to the number of applications we receive, we cannot reply to everyone individually if you are not successful.
Who will you be working for?
About ClinChoice
ClinChoice is a global full-service CRO specializing in clinical development and functional solutions for pharmaceutical, biotechnology, medical device, and consumer health companies. We have over 28 years of proven high-quality delivery and results across all our services, with over 4,000 professionals in more than 20 countries across the Americas, Europe, and Asia-Pacific.
Our Company Ethos
Our mission drives our culture: to contribute to a healthier and safer world by accelerating the development and commercialization of innovative drugs and devices. Our employees are the most valuable company asset and they are the fulcrum around which all ClinChoice activities are built and close management and training is the core instrument to develop and maintain highly-qualified personnel. The continuous training keeps the resources qualified in terms of competence and expertise and gives all personnel the clear tools needed to manage both internal and client processes with the same methodology. The success of these core values is evidenced by our below industry average turnover rates.
ClinChoice is an equal opportunity employer. We have based our success on attracting, developing, and promoting talent guided by diversity and inclusivity. Our employees come from very diverse backgrounds: gender, race, beliefs, and ethnicities. We recognize this is our strength and celebrate it.
#LI-TT1 #LI-Remote #senior #permanent
Location: San Francisco
Workplace: Hybrid
ABOUT BASETEN
Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F https://www.baseten.co/blog/announcing-our-series-f/, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products.
THE ROLE
This role owns Baseten's relationships and market intelligence across hyperscalers and strategic neoclouds, including NVIDIA cloud partners. This is a technical and commercial role in equal measure: you'll evaluate capacity from the GPU to the data center, negotiate cost and terms with suppliers, and stay close enough to the market to develop and defend a real point of view on where it's heading. Given current market conditions, Baseten needs a much stronger pulse on this part of the market so we can track pricing, stay close to the right relationships, and move fast the moment more capacity is needed. This is a senior, experienced hire who will also help pair with and develop 1-2 junior to mid-level teammates covering the same space.
WHAT YOU'LL DO
- Build and maintain deep relationships across hyperscalers and strategic neoclouds (including NVIDIA cloud partners), working each organization from top to bottom rather than a single point of contact
- Maintain a consistent, "top of mind" presence with key accounts so Baseten is positioned to move quickly when capacity needs arise
- Evaluate capacity from the GPU to the data center — hardware generation, rack and node configuration, interconnect, power density, and cooling — so you know what a configuration will actually deliver, not just what the spec sheet claims
- Live in compute pricing daily: track rates by GPU generation, region, and contract term to keep Baseten informed and competitive
- Partner with the Deals function to negotiate terms — capacity commitments, deposits and payment timing, SLAs, and remedies — and bring agreements to close
- Build and defend a view on where the hyperscaler and neocloud market is heading — supply coming online, platform transitions, and regional or policy shifts — and turn it into concrete relationship and sourcing decisions
- Help mentor and pair with 1-2 junior to mid-level teammates building coverage in this same space
WHAT WE'RE LOOKING FOR
- A relationship-builder with a strategic mindset — this is not an enterprise sales role, and we're specifically not looking for a traditional seller's approach
- Enough technical fluency with GPUs, racks, and data center infrastructure to evaluate what a supplier is actually offering, not just take their word for it
- Market instinct — you follow pricing closely, form independent views, and can explain why a rate moved and what it implies going forward
- Commercial judgment — comfortable with unit economics and contract structure, and know when a price implies something is wrong
- Experience building and sustaining multi-level relationships within large, complex organizations
- Strong judgment on when and how to escalate relationships to senior leadership for maximum impact
NICE TO HAVE
- Existing relationships within hyperscalers or major neocloud providers, including NVIDIA cloud partners
- NVIDIA or OEM allocation relationships — experience managing allocation, forecasting, or partner standing directly with a chip vendor or tier-1 OEM
- Comfort traveling to evaluate sites and infrastructure in person
- Experience in a compute, GPU marketplace, or infrastructure-adjacent relationship or business development role
BENEFITS
- Competitive compensation, including meaningful equity
- (U.S. only) 100% coverage of medical, dental, and vision insurance for employee and dependents
- Flexible PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)
- Paid parental leave
- Fertility and family-building stipend through Carrot
- (U.S. only) Company-facilitated 401(k)
- Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.
Apply now to embark on a rewarding journey in shaping the future of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you.
At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.
We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance, where applicable).
Location: United States, San Mateo, CA
Why Sony Interactive Entertainment?
Sony Interactive Entertainment isn’t just the Best Place to Play — it’s also the Best Place to Work. Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation, we’re part of a proud legacy of innovation and excellence. SIE is a dynamic technology company, delivering cutting-edge hardware and network services to more than 100 million people and an entertainment leader, home to some of the most beloved and recognizable intellectual properties (IP) in the world. Our role at SIE is to create and nurture the experiences under the PlayStation brand, a name synonymous with entertainment excellence and creativity.
Sr. Principal Engineer, Data & Machine Learning
San Mateo, CA
Why PlayStation Data & Intelligence
PlayStation reaches more than 100+ million people. Behind those experiences is one of the largest consumer data estates in entertainment: tens of petabytes under management and trillions of telemetry events a year, powering personalization, experimentation, partner analytics and enterprise decisions across the company.
We are in the middle of a multi-year shift in how that data creates value. Today intelligence often arrives after the moment has passed. Our goal is a connected intelligence layer where trusted context about players, content, partners and the business is built once, reused everywhere, activated at the point of decision, and improved by evidence about what happened next. That includes serving AI models and agents with the same governed meaning, quality and permissions we give to people.
This role helps shape how that is built across PlayStation.
The Role
We are looking for a Senior Principal Engineer, Data & Machine Learning to serve as chief architect for our Data & Intelligence organization and as the senior technical authority for how SIE builds, reuses and activates trusted data and intelligence.
This is one of SIE’s most senior individual-contributor roles. You will report directly to the Vice President of the organization, sit on the leadership team alongside the Sr. Directors who run our two delivery portfolios, chair our architecture review forum, and lead a community of Principal Engineers anchored to the major architectural seams. You will have no direct reports by design; your leverage comes from the architecture, the standards and the decisions the whole organization builds against.
This is a hands-on role. You will author architectures and reference implementations, prototype uncertain approaches, review the designs and code that matter most, and step in directly when a technical problem puts an important outcome at risk.
What You’ll Own
You will set the architecture for, and drive reuse across, the initiatives that define the next three years of data and intelligence at PlayStation:
A single, reusable understanding of the player.
The context, lifecycle and lifetime-value intelligence that powers experiences and decisions across PlayStation, built once and reused rather than rebuilt per use case.
Content and game understanding.
Intelligence about titles, experiences and how players engage with them, connected through engagement and content graphs to improve discovery, personalization and new AI experiences.
Creator and partner intelligence.
Reusable title, launch and lifecycle intelligence available to partners at the point of decision, before launch, while live and after.
Unified measurement.
Experimentation, attribution and causal measurement so the company knows what changed an outcome, by how much, and what to do next.
Activation.
Real-time signals, activation data products and APIs that deliver trusted context into the systems that personalize and act.
Semantic and conversational intelligence.
A shared layer of business meaning and metrics that people, analytical tools and AI agents can query and trust.
Enterprise decision data.
Decision-grade finance and supply-chain data that accelerates transformation programs across SIE.
Trusted foundations and golden paths.
Data contracts, certification, lineage, unified events and standard publish-to-consume paths, with trust designed into the lifecycle; and launch data readiness so priority launches have their signals and measures from day one.
What You’ll Do
Translate our multi-year Data & Intelligence strategy into a coherent technical strategy and target architecture, with clear principles for trusted data products, ML systems, shared intelligence, evaluation, activation and lifecycle management.
Chair the architecture review forum: set its charter and cadence, publish decisions, track adoption and hold the line on non-conforming designs.
Own the boundary decisions between platform capabilities built for reuse and domain delivery, and keep them stable.
Define and ratify the standards teams build against: data contracts, golden paths, model evaluation and experimentation, observability, reliability, cost and lifecycle management.
Lead the technical direction of our hardest cross-organizational initiatives; author proposals, reference designs and prototypes that establish a credible path from concept to production.
Work directly with engineering and data science teams to remove critical blockers, so that decisions become usable capabilities rather than architecture on paper.
Partner with security, privacy, legal, governance and responsible-AI teams to embed controls throughout the data and ML lifecycle, including the responsible use of proprietary data, third-party and foundation models, and externally hosted AI services.
Identify duplicative capabilities, drive rationalization and retirement, and improve interoperability across SIE’s data and ML landscape.
Advise senior executives on major technical investments, tradeoffs, emerging capabilities and long-term risk; produce the written recommendations that drive annual planning.
Connect technical investment to named consumers, decisions and measurable outcomes; define how we measure adoption, reuse, time-to-action, quality, reliability, safety and cost.
Lead a community of Principal Engineers; mentor Principal, Staff and Senior engineers, architects, ML engineers and data scientists.
Represent SIE’s data and machine learning direction in senior leadership forums, partner organizations and, where appropriate, the broader industry.
What We’re Looking For
15+ years in software, data or machine learning engineering, including 9+ years leading the architecture and delivery of large-scale, complex systems.
A track record of authoring architectures, standards or platforms that were adopted across multiple organizations and stayed in use.
Experience taking data, ML or decisioning systems serving tens of millions of consumers into production and operating them at scale.
Experience chairing, or being the deciding technical voice in, an architecture review forum spanning multiple engineering organizations.
Deep expertise in at least two of: reusable data products, semantic and metadata layers and data contracts; ML platforms, lifecycle management, evaluation and decisioning; real-time signals, distributed inference and activation platforms; experimentation and causal measurement; generative AI, retrieval and agentic systems; responsible AI, privacy and technical governance.
Strong command of distributed systems, cloud, data architecture, APIs, security, reliability, observability and performance engineering.
Demonstrated ability to influence senior executives, engineering and product leaders, and cross-functional partners without direct authority.
Outstanding written communication. This role leads through documents.
Experience mentoring Staff, Principal or similarly senior technical professionals.
Master’s degree in Computer Science, Machine Learning, Engineering or a related discipline, or equivalent experience.
Nice to Have
Data and ML applied in gaming, entertainment, media, digital commerce or another large-scale consumer ecosystem.
Personalization, recommendations, customer intelligence, content intelligence, experimentation or predictive decisioning at scale.
Shared data or ML platforms serving multiple products and organizational domains.
Feature, vector, graph, semantic or knowledge platforms; AI gateways and LLMOps.
Experience translating research or emerging technology into production capabilities.
Contributions to the field through open source, patents, publications, standards or conference talks.
Why You’ll Love This Role
Set the technical direction for data and intelligence across PlayStation.
Own the architecture behind experiences reaching more than 100 million people.
Report directly to the VP and sit on the organization’s leadership team.
Build once, reuse everywhere: the mandate is to end duplicated work, not add to it.
Work with strong Principal and Staff engineers, data scientists and product leaders across the company.
Stay hands-on at the most senior IC level.
#LI-KS1
At SIE, we consider several factors when setting each role’s base pay range, including the competitive benchmarking data for the market and geographic location.
Please note that the base pay range may vary in line with our hybrid working policy and individual base pay will be determined based on job-related factors which may include knowledge, skills, experience, and location.
In addition, this role
is eligible
for SIE’s top-tier benefits package that includes medical, dental, vision, matching 401(k), paid time off, wellness program and coveted employee discounts for Sony products.
This role also may be eligible for a bonus package.
Click
here
to learn more.
The estimated base pay range for this role is listed below.
$304,200
—
$456,200 USD
Please note, Sony Interactive Entertainment conducts background checks at the offer stage for all new employees (which may include criminal background checks for some roles) and will need to process personal information to support these checks.
Please refer to our
Candidate Privacy Notice
for more information about what personal information we collect, how we use it, who we share it with, and your data protection rights.
Equal Opportunity Statement:
Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity, gender expression and gender reassignment), race (including colour, nationality, ethnic or national origin), religion or belief, marital or civil partnership status, disability, age, sexual orientation, pregnancy, maternity or parental status, trade union membership or membership in any other legally protected category.
We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to respond.
Sony Interactive Entertainment is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.
Location: San Francisco
Workplace: Hybrid
ABOUT BASETEN
Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F https://www.baseten.co/blog/announcing-our-series-f/, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products.
THE ROLE
Baseten's Compute org is in hyper growth. As it scales, the systems and workflows that keep supply and demand balanced across our GPU fleet need to get more sophisticated, and this role exists to make sure they do.
Compute sits at the center of how Baseten allocates, forecasts, and manages the capacity that powers every customer inference request. The team that supports this work, C3, runs on a mix of internal tooling, manual processes, and systems that haven't fully kept pace with the scale of the problem. This role exists to close that gap.
You'll design, build, and ship AI-powered workflows that give the Compute and C3 teams real leverage, automating the manual, repetitive, and error-prone parts of the capacity lifecycle so the team can focus on judgment calls that actually need a human. We want someone who can walk in, audit what exists today, identify what's missing or broken, and start shipping fast.
You know when to reach for an existing internal tool and when to build something custom in Claude Code. You think two to three steps ahead about how the thing you build today fits into the broader capacity systems architecture tomorrow. And you bring a point of view on our stack, on what we should be building, and on where AI can do something existing tooling simply can't.
RESPONSIBILITIES
- Ship AI-powered workflows for Compute and C3: build the agents and automations that give capacity analysts, ops leads, and engineers real leverage, off-loading manual and repetitive work like data pipeline cleanup, migration troubleshooting, and capacity investigation.
- Get insights in front of the team: turn fleet utilization, allocation, and demand-forecasting data into the dashboards, alerts, and recommendations that C3 and Compute leadership actually act on. A build isn't done until the team is using it.
- Audit the stack and generate your own backlog: Compute runs on a mix of tooling with real overlap and real gaps. Walk in with a point of view, identify what's missing or broken, and prioritize without waiting to be handed a roadmap.
- Ship team-productivity workflows fast: triage asks from Supply, Demand, and C3, find the low-hanging fruit, and build it. A good week looks like an ops lead asking for something Monday and having it live by Wednesday.
- Know when to go custom: not everything belongs in a point-and-click tool. Spin up bespoke AI-powered solutions in Claude Code when the problem calls for it, and make that call with judgment, not default.
- Think in systems, not solutions: every workflow you build has upstream and downstream implications across Supply, Demand, and Engineering. Anticipate them, design for them, and don't create technical debt someone else has to unwind six months later.
- Integrate third-party APIs and internal systems to sync events and information across disparate tools: ensuring data flows reliably between C3, the CRM, and the systems Compute depends on every day.
- Document what you build: if people can't find it, understand it, or trust it, it doesn't matter how well it works.
REQUIREMENTS
- 3+ years of experience in AI/automation engineering, workflow automation, or a technical operations role, ideally at a high-growth, AI-native infrastructure or B2B company
- You've shipped production agents on Vercel. Build custom internal apps and agents on Vercel, with durable workflows and sandboxed execution, so what you ship runs reliably in production instead of as one-off scripts
- Genuine fluency with AI coding assistants and agent tooling (Claude Code, Cursor, Codex, or similar)
- Direct experience with a CRM or system-of-record platform (Salesforce or similar)
- A track record of owning end-to-end AI and automation workflows
- Proficiency with integration and automation platforms (n8n, Zapier, Make, Workato, or similar) and a fundamental understanding of APIs and webhooks
- Experience in high-growth technology companies, ideally in infrastructure, cloud, or operations-heavy environments
NICE TO HAVE
- Familiarity with GPU infrastructure, capacity planning, or fleet management concepts
- Comfort building reporting and alerting on a data warehouse (BigQuery, Databricks) and BI layer (Sigma, Hex) — not as a data engineer, but as a consumer and builder on top of the data layer
- Experience building with agent platforms (Gumloop, n8n, Notion Agents, etc.) and/or agent frameworks (Vercel AI SDK, Claude Agent SDK, Mastra, etc.)
- Experience with high-stakes, operationally complex environments where mistakes have real business impact
- Challenging work and exposure to the operational core of a fast-scaling AI infrastructure company
BENEFITS
- Competitive compensation, including meaningful equity
- (U.S. only) 100% coverage of medical, dental, and vision insurance for employee and dependents
- Flexible PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)
- Paid parental leave
- Fertility and family-building stipend through Carrot
- (U.S. only) Company-facilitated 401(k)
- Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.
Apply now to embark on a rewarding journey in shaping the future of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you.
At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.
We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance, where applicable).
Location: CAN: Vancouver (333 Seymour St)
Workplace: Hybrid
OUR PURPOSE
At Xero, we’re here to supercharge small businesses. By making small business more efficient every day, connecting them with big business technology and empowering a community behind them, their potential is limitless. When that happens, we’re not only helping small business, we’ll be building a stronger economy that can change the world.
HOW YOU’LL MAKE AN IMPACT
Accounts payable is broken for small businesses. Managing and paying a bill today means stitching together three or four different tools — capturing documents in one place, entering data in another, chasing approvals over email, and making the payment in a bank portal. It is manual, error-prone, and it takes hours every week from people who should be running their business.
Xero’s bills and bill payment surface already serves over a million monthly active users globally: small business owners, the employees who keep their books, and professional bookkeepers working across dozens of clients at accounting firms. It runs on a system designed for a pre-agent world.
As a Senior Product Manager on Bills, you will own the layer underneath that surface — the API contracts, the data-access model and the permission architecture that decide what a person or an agent is allowed to read, write and pay on a customer’s behalf. That applies inside Bills, and it applies through Xero’s integrations with Claude, Copilot and our open-source MCP server. You will set the vision alongside a principal engineer, argue the customer’s case inside technical decisions, decide what the interface should be, and lead a team of engineers through a replatform that never takes those million users offline.
This is not a zero-to-one bet looking for users. The work already has them. What does not exist yet is the architecture underneath accounts payable that makes automated, agent-assisted and human-directed spend coherent, safe and trustworthy. That is the job.
Your impact will be measured through customer, operational and commercial outcomes — including automation and straight-through processing rates, bill payment adoption and volume, activation and retention across owner and bookkeeper personas, platform and API reliability, and the pace at which the replatform lands without customer disruption.
THE TEAM AND HOW THEY CONNECT
You will join the Bills team — 20+ engineers, designers and product managers across Toronto, Vancouver and Pittsburgh — working across core AP workflows, platform APIs, AI experiences and bill payments. The team partners closely with payment and infrastructure vendors, and with cross-functional teams across North America, the UK, Australia and New Zealand. This is a global role, based in Toronto or Vancouver with flexibility to work remotely, and the team comes together in person regularly to collaborate and align on strategy.
WHAT YOU’LL DO
OWN THE ARCHITECTURE UNDERNEATH PAYMENTS
- Develop the vision, strategy and roadmap for the API, data-access and permission layer that underpins bills and bill payments, in partnership with a principal engineer.
- Define the contracts, data models and permission scopes that determine what any client — Xero’s own UI, a partner integration, or an AI agent — can read, write, approve and pay.
- Decide where authority sits: what a person must confirm, what an agent may do unattended, what requires a second approver, and what can never be automated.
- Sequence a replatform of a system serving more than a million monthly active users, with migration paths, dual-running periods and rollback plans that keep customers working throughout.
- Own the cost and consequence of changing contracts that other teams and third parties depend on, including versioning, deprecation and breaking-change communication.
- Identify opportunities to build reusable capabilities that serve Bills, the wider spend lifecycle and external developers, rather than isolated point solutions.
REMOVE TOIL FROM THE END-TO-END ACCOUNTS PAYABLE WORKFLOW
- Own products across the complete accounts payable journey: bill capture and understanding, coding and data extraction, approval routing, scheduling, payment execution, reconciliation and exception handling.
- Build toward a world where bills arrive, get understood, get approved and get paid with minimal human toil, and where the entire spend lifecycle lives in one place.
- Make Bill Pay the default way businesses pay through Xero, scaling bill payments across markets.
- Identify valuable and differentiated customer problems, and frame clear solutions that can be tested, validated and delivered incrementally.
- Ensure that platform complexity results in simple, understandable customer experiences rather than being passed through to the customer.
BUILD FOR MULTIPLE PERSONAS WHOSE INTERESTS CONFLICT
- Lead customer research across the distinct user types on this surface: business owners, in-house finance and admin staff, and professional bookkeepers and advisors managing many clients at once.
- Design for the tension between them — the owner who wants a bill paid now, the bookkeeper who needs control and auditability, the firm that needs consistency across a client portfolio — and make the trade-off explicit rather than averaging it away.
- Partner closely with Design and Engineering to create high-quality experiences across web, mobile and embedded surfaces, as well as programmatic ones.
- Use customer data, qualitative insight and market intelligence to inform product strategy, prioritisation and roadmap decisions.
SHIP AI AND AGENT CAPABILITIES CUSTOMERS CAN TRUST
- Define how AI and agents participate in accounts payable: what they suggest, what they act on, what they escalate, and how the customer stays in control.
- Own the quality bar for LLM-powered capabilities — evaluation sets, confidence thresholds, human-in-the-loop design, fallback behaviour and observable failure modes — and hold the line on it before launch.
- Prototype your own ideas, including in code, rather than waiting for engineering capacity to test a hypothesis.
- Shape how Xero’s accounts payable capabilities are exposed to external agent platforms, including our MCP server and integrations with Claude and Copilot.
- Design for an error-intolerant workflow: this product moves real money, and a wrong answer costs a customer real money and real trust.
NAVIGATE RISK, COMPLIANCE AND OPERATIONAL COMPLEXITY
- Partner with Risk, Compliance, Legal, Security and Operations to build products that meet regulatory, security and operational requirements across markets.
- Take responsibility for risks arising from authorisation and access control, financial crime, privacy and responsible data use, data accuracy, regulatory change and service availability.
- Account for market-specific gating in payments and money movement — including US money transmission, UK FCA and open banking requirements, and Australian licensing and payment rails — when sequencing launches.
- Lead trade-off decisions that balance customer experience, risk exposure, regulatory obligation, technical complexity and commercial outcome.
- Treat operational processes, support tooling and exception management as part of the product, not an afterthought — including failed payments, duplicate bills, incorrect approvals, reversals and disputes.
DRIVE STRATEGY, EXECUTION AND COMMERCIAL OUTCOMES
- Develop and execute roadmaps that align customer needs, AP strategy, platform architecture and Xero’s broader business objectives, including the Melio acquisition and Xero’s North America growth agenda.
- Establish clear product goals, success metrics and OKRs, and be accountable for moving them.
- Take an active role in annual and quarterly planning, including funding, prioritisation and resourcing discussions.
- Lead release and rollout strategy so that changes land safely and iteratively across customer cohorts and markets.
- Monitor and interrogate customer, commercial and operational results, and lead interventions where outcomes are not meeting expectations.
- Understand the economics of the product, including payment volume, adoption, pricing, processing cost, margin and revenue.
- Make clear prioritisation decisions that balance immediate delivery against the long-term evolution of the platform.
LEAD THROUGH CROSS-FUNCTIONAL INFLUENCE
- Build strong relationships across Product, Engineering, Design, Risk, Compliance, Operations, Finance, Partnerships and Go-to-Market teams.
- Create clarity on what is being built, why it matters, how it will work and when it will be delivered.
- Hold your own in architecture and design reviews on data models, API contracts and migration sequencing, and bring a position rather than only questions.
- Drive decision-making across complex stakeholder groups and act as tie-breaker when consensus cannot be reached.
- Represent the products you own in senior leadership, product, architecture and payments forums, and in front of customers and partners.
- Mentor and support other Product Managers, raising the standard of platform and AI product expertise across Xero.
SUCCESS LOOKS LIKE
- Bills arrive, get understood, get approved and get paid in Xero with materially less human effort than they require today.
- There is a clear, documented and well-reasoned answer to what an agent is allowed to do with a customer’s money in Xero — and customers and partners trust it.
- The API and permission layer underneath accounts payable is coherent, versioned and extensible, and new clients, markets and payment capabilities can be supported without duplication or rework.
- The replatform progresses on a sequence the team believes in, with no material disruption to the million-plus customers using the surface every month.
- Owners, in-house finance staff and professional bookkeepers each get an experience suited to how they actually work, and you can name the trade-offs you made between them.
- AI-powered capabilities ship with defined evaluation criteria, measured quality, understood failure modes and appropriate human control — and improve after launch on evidence.
- Bill Pay adoption, payment volume, automation rate, activation and retention are improving, and your contribution to that is clear.
- Product risks and dependencies are identified early and managed in partnership with Engineering, Risk, Compliance and Operations.
- Stakeholders understand the vision, strategy, roadmap and key trade-offs — and engineers come to you first when a decision needs making.
- Other Product Managers are developing through your coaching and knowledge-sharing.
- You demonstrate and amplify Xero’s values.
WHAT YOU’LL BRING WITH YOU
ESSENTIAL EXPERIENCE
This role sits below the interface as much as in front of it, and the bar reflects that. You will bring:
- Experience shipping below the UI. You have delivered changes to APIs, integration layers or shared services as part of delivering a wider product, and you know what it costs to change a contract other people depend on. Ideally you have owned a public or partner API through a breaking change.
- Substantive AI product experience. You have shipped an LLM-powered capability that customers actually used, and you can talk about evaluations, failure modes and confidence thresholds unprompted — including what your product got wrong in production and what you did about it. You use AI aggressively in your own work and prototype in code.
- Multi-persona B2B product experience. You have built a workflow serving several distinct user types whose interests conflict, and you can name a specific trade-off you made between two of them.
- Error-intolerant domains. You have built products where a mistake costs money or carries regulatory consequence — payments, payroll, tax, treasury, lending, legal or clinical workflows.
- Significant product management experience in a software development environment, across the full product lifecycle — typically five or more years in product, or comparable time as a founder, consultant or technical individual contributor in a payments and/or commerce domain.
Deep accounts payable, bookkeeping, accounting or finance-team domain experience is a strong advantage but not a requirement, and experience with payment rails, regulatory-gated launches or fintech infrastructure is similarly valuable. Product experience confined to feature delivery on top of an existing platform, without direct involvement in the interfaces, contracts or data models underneath, is unlikely to be enough on its own for this role.
PRODUCT LEADERSHIP
- A strong track record of addressing customer needs through the innovative use of technology.
- Experience developing successful product strategies, roadmaps and long-term plans — setting direction rather than receiving a spec.
- Demonstrated ability to operate in technically complex and highly ambiguous environments, and to start before the problem is fully defined.
- Strong product judgement and the ability to make decisions with incomplete information.
- A track record of owning activation, retention, revenue or an equivalent metric and moving it — you can name the metric, the movement, and the trade-off you made to get it.
- Self-direction under ambiguity, with minimal supervision required to define direction and drive outcomes.
- Demonstrated ability to influence decisions at all levels of an organisation.
TECHNICAL AND COMMERCIAL UNDERSTANDING
- Ability to work as a peer with engineers and architects on platform design, APIs, data models, permission and authorisation models, system dependencies and technical trade-offs.
- Understanding of migration and replatform sequencing in a live, high-volume system, and of the risks that come with it.
- Strong understanding of how AI and agent systems are built and evaluated, including retrieval, tool use, evaluation design and the limits of model reliability.
- Ability to translate customer and business needs into clear product requirements and technical specifications.
- Understanding of product economics, including volume, cost, margin, pricing and revenue.
- Experience evaluating third-party providers and making build, buy or partner decisions.
- Familiarity with the regulatory, risk, security and operational considerations involved in moving money.
CUSTOMER AND DATA ORIENTATION
- Strong experience conducting customer research and converting insight into product decisions.
- Ability to identify and clearly articulate complex customer problems — and to talk about users in the plural.
- Experience developing MVPs, incremental solutions and experiments that validate product assumptions.
- Strong analytical skills, using quantitative and qualitative data to make decisions.
- Ability to establish meaningful success criteria and monitor ongoing performance.
- Ability to translate complex information for technical, commercial, operational and executive audiences.
CROSS-FUNCTIONAL LEADERSHIP
- Demonstrated success working with diverse stakeholder groups across multiple engineering teams, geographies and third-party partners.
- Ability to lead through influence across Product, Engineering, Design, Risk, Compliance, Operations, Finance and Go-to-Market.
- Strong communication, facilitation and stakeholder-management skills, and comfort presenting to executives and to customers.
- Ability to navigate difficult decisions, resolve ambiguity and create alignment across teams and geographies.
- Willingness to disagree with an engineer, and to be disagreed with, in service of the customer.
- Experience mentoring and coaching Product Managers and cross-functional team members.
CRITICAL CAPABILITIES
Love customer problems
- Lead the use of customer research approaches and methodologies to generate meaningful insight across owner, in-house finance and bookkeeper personas.
- Clearly define and articulate complex customer problems, including where personas conflict.
- Develop incremental solutions and experiments that validate customer and product assumptions.
- Ensure that platform and agent complexity results in simple, understandable and trustworthy customer experiences.
Look to the future
- Develop compelling product strategies and roadmaps that align customer, commercial and platform objectives.
- Anticipate how immediate architectural decisions will constrain future agent capabilities, markets, partners and products.
- Identify opportunities to create reusable capabilities rather than isolated point solutions.
- Explore new technologies, models and business models that change how small businesses manage and pay their bills.
Work the Xero way
- Lead effective product prioritisation and decision-making.
- Establish strong product and delivery practices within the team, without relying on a program manager to hold the plan.
- Coordinate across products and teams to deliver end-to-end customer outcomes.
- Ship iteratively, learn from outcomes and continuously improve the product.
Demonstrate commercial acumen
- Understand the markets, customer segments and competitive environment for accounts payable and bill payment.
- Balance customer value, platform investment, risk and commercial outcome.
- Define success criteria that reflect customer needs and product-market fit.
- Use adoption, volume, cost, margin and revenue data to guide product decisions.
Do it together
- Create alignment across complex and diverse stakeholder groups.
- Communicate a clear and compelling product narrative.
- Build productive relationships across teams, functions, markets and geographies.
- Mentor others and raise the standard of product, platform and AI expertise across Xero.
Explore the data
- Use data to understand customer behaviour, automation performance and operational outcomes.
- Combine insight from customer research, product telemetry, support interactions and market trends.
- Translate information into clear recommendations and decisions.
- Establish measurement, evaluation and observability as core parts of product development.
WHY THIS ROLE
Most AI product roles are a bet on a zero-to-one that may never find users. This one is the opposite. More than a million people already do this work in Xero every month, and the mandate is to define how agents get to touch it.
Xero has already put the pieces on the table: a US$2.5B acquisition of Melio, an open-source MCP server, a live Claude integration, and a new North America Product and Technology Hub. What does not exist yet is the architecture underneath accounts payable that makes it all coherent. That is what you would own.
COMPENSATION & TOTAL REWARDS
At Xero, we value the impact and skills you bring to the team. We believe in a Total Package philosophy - ensuring your value is recognized through a holistic lens that includes base salary, performance incentives, and world-class benefits.
The expected base salary range for this role is CA$167,400 – CA$209,200.
Individual pay is determined by various factors, including geography, level of experience, and the specific skills you bring to the role.
In addition to base pay, Xero’s roles are eligible for the following forms of variable compensation:
- Variable Pay: Permanent employees are eligible to participate in our annual bonus and equity (RSU) programs. You may also be eligible for performance-based cash or equity (RSUs) incentives depending on your role level, and company performance.
- Comprehensive Benefits: World-class health, wellness, and retirement programs. Xero Perks https://careers.xero.com/inside-xero/benefits-wellbeing/ including Wellbeing days, generous leave, and dedicated professional development budgets.
This is a posting for an existing vacancy.
Xero uses AI to help screen applications based on job-related qualifications. These tools assist our recruiters but do not make automated hiring decisions. A human recruiter reviews all candidates before any hiring action is taken.
Location: United States; Europe
Workplace: Remote
ABOUT ELEVENLABS
ElevenLabs is an AI research and product company transforming how we interact with technology.
We launched in January 2023 with the first human-like AI voice model. Today, we serve millions of users and thousands of businesses - from fast-growing startups to large enterprises like Deutsche Telekom and Meta. Our investors are some of the world's most prominent, including Andreessen Horowitz, ICONIQ Growth and Sequoia. We've raised $781M in funding and our last valuation was $22B - multiples of 11, always.
We have expanded from voice into three main platforms:
- ElevenAgents enables businesses to deliver seamless and intelligent customer experiences, with the integrations, testing, monitoring, and reliability necessary to deploy voice and chat agents at scale.
- ElevenCreative empowers creators and marketers to generate and edit speech, music, image, and video across 70+ languages.
- ElevenAPI gives developers access to our leading AI audio foundational models.
Everything we do is the result of the creativity and commitment of our team - builders doing the best work of their lives. We are researchers, engineers, and operators. IOI medalists and ex-founders. If you want to work hard and create lasting positive impact, we want to hear from you.
HOW WE WORK
- High-velocity: Rapid experimentation, lean autonomous teams, and minimal bureaucracy.
- Impact not job titles: We don’t have job titles. Instead, it’s about the impact you have. No task is above or beneath you.
- AI first: We use AI to move faster with higher-quality results. We do this across the whole company—from engineering to growth to operations.
- Excellence everywhere: Everything we do should match the quality of our AI models.
- Global team: We prioritize your talent, not your location.
WHAT WE OFFER
- Innovative culture: You’ll be part of a generational opportunity to define the trajectory of AI, surrounded by a team pushing the boundaries of what’s possible.
- Growth paths: Joining ElevenLabs means joining a dynamic team with countless opportunities to drive impact - beyond your immediate role and responsibilities.
- Learning & development: ElevenLabs proactively supports professional development through an annual discretionary stipend.
- Social travel: We also provide an annual discretionary stipend to meet up with colleagues each year, however you choose.
- Annual team offsite: Each year, we bring your entire team together in a new location - past offsites have included Croatia, Italy and Cancún
- Co-working: If you’re not located near one of our main hubs, we offer a monthly co-working stipend.
ABOUT THE ROLE
ElevenLabs is building the creative suite for the AI generation. Millions of creators and marketers already use our platform to generate speech, music, images, and video — and many of the world's best creators already talk about our products organically. It's time to turn that signal into a real program.
We are looking for an Influencer Marketer to build our influencer program from zero to one. You will own the entire channel: strategy, creator sourcing and vetting, deal negotiation, briefs and creative direction, campaign execution around product launches, and measurement. This is not a coordination role — you will be the owner and operator of a channel we believe can become one of our biggest growth levers.
We are looking for the top 1% of people in this industry. The right person has already taken an influencer program from nothing to something — with real numbers to prove it — and wants to do it again with more budget, a better product, and a faster team. You have sharp taste in creators and content, you negotiate deals that work for both sides, and you think about influencer spend the way a performance marketer thinks about paid: in terms of true incremental impact, not vanity metrics.
WHAT YOU WILL DO
- Design and build the ElevenLabs influencer program from the ground up: strategy, creator tiers, budget allocation, and operating playbook
- Source, vet, and sign creators across YouTube, TikTok, Instagram, and X whose audiences match our creator, marketer, and developer segments
- Negotiate and structure deals — flat-fee integrations, performance hybrids, long-term ambassadorships — and manage creator contracts with Legal
- Write briefs that protect brand quality while giving creators room to be authentic, and give fast, decisive feedback on draft content
- Plan and execute creator campaigns around product launches, feature releases, and cultural moments across ElevenLabs and ElevenCreative
- Own measurement: work with our data team on attribution and incrementality (we already run a halo attribution model), and make continue/pause/scale calls on every creator and agency based on true ROI
- Partner with paid marketing on whitelisting and amplifying top creator content, and with social to extend campaign reach
- Build repeatable systems — sourcing pipelines, rate benchmarks, brief templates, reporting — so the program scales beyond you
REQUIREMENTS
- A proven track record of building an influencer program from zero to a meaningful, measurable channel — you can walk us through the before and after with real numbers
- Experience negotiating and closing creator deals across YouTube, TikTok, Instagram, and/or X, including non-standard structures (performance hybrids, ambassadorships, usage rights)
- Fluency in measurement beyond last-click: promo codes, UTMs, lift studies, incrementality, and the judgment to make budget calls when attribution is imperfect
- Sharp creator taste — you can tell which creators will move the needle for a product like ours and which will just burn budget
- Excellent brief-writing and creative feedback skills; you raise content quality without killing authenticity
- Experience managing meaningful budgets and working cross-functionally with paid, social, product marketing, data, and legal
- A genuine understanding of the AI and creative tools landscape — you follow the space, use the tools, and have informed opinions about where things are headed
BONUS
- Built or scaled an influencer program at a creative tools, AI, or developer-facing company (e.g., Canva, Adobe, Figma, Notion, Runway, or similar)
- Managed 7-figure annual creator/sponsorship budgets
- Experience on the agency or creator side of the table — you know how the other side negotiates
- Built adjacent programs: ambassador, affiliate, or B2B thought-leader partnerships
- Multilingual capabilities
GROWTH POTENTIAL
We believe in hiring the best talent in the world to make an impact in the right role at the right time. At ElevenLabs, strong performance creates opportunities for growth. Here are some of the career paths you can expect after excelling in this role:
- Lead the influencer and creator partnerships function as the program scales, building a team around you
- Expand into broader creator/community growth ownership across ElevenLabs brands
- Move into growth or brand marketing leadership as the Growth org evolves
LOCATION
This role is remote-first and can be executed from anywhere between the US East Coast and Europe, with the ability to collaborate across EST–CET timezones. If you prefer, you can work from our offices in London, New York, Madrid, Warsaw and many more.
#LI-Remote
We are an equal opportunity employer and do not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or other legally protected statuses.
Synthesia Roleplay Sessions is a training tool that lets people practice real conversations with AI avatars. Instead of just watching training videos, learners do interactive roleplay exercises, like practicing a sales pitch or handling a customer complaint with an AI coach. The AI gives instant feedback so people know what they did well and what to improve. Managers can use a dashboard to track which employees have completed their training, see how well they performed, and measure if the training actually improved their skills. The whole platform is built around learning by doing rather than just passive video watching.
For your ML engineer role, you'd be building the AI engine that makes the coaching work. That means creating the models that listen to what learners say during roleplay, score their performance, generate helpful feedback in real time, and decide how the AI avatar should respond next based on what the learner does. This is an applied ML position, not a research one. We expect you to have a good understanding of ML but on the other side to be a good product-focused software developer as you will be expected to work on different products.
Please bring with you:
— Ability to apply your machine learning knowledge to solve real product problems.
— At least seven (7) years of experience as a software engineer, with at least 2 years at senior level.
— Experience in a high-performing engineering team operating at scale, whether in a scale-up or established organisation recognised for strong engineering culture.
— Strong alignment with commercial success.
— Pragmatism and bias towards action.
— Comfort with fast iteration.
Why join us?
— We’re living the golden age of AI.
— Our culture is focused on building and empowering people to work fast.
— Serving 50,000+ customers including 50% of the Fortune 500.
— Proprietary AI technology built in-house by world-class AI researchers and engineers.
— Commitment to AI safety, ethics, and security.
The hiring process includes:
— Tech Recruiter Interview (30-40min) covering technical background and experience.
— Delivery and Impact Interview (60min) deep dive into past projects and impact.
— Technical Rounds including Work Scenario Round (75-90min) and System Design Technical Discussion (60min).
— Leadership Retrospective (60min) discussing collaboration, growth, and role expectations.
— Final debrief leading to offer or end of process.
Other important info:
— Preference for role based in-office or remote in UK, Germany, Switzerland or Ireland, with possible support for remote workers elsewhere in Europe.
— Salary starts at EUR/GBP/CHF 120,000 base plus RSUs.
— Full-time employment only, no contractors.
— 25 days of leave plus local holidays.
Location: San Francisco, CA | New York City, NY | Seattle, WA
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
We're seeking an experienced Social Escalations Manager to be a founding member of a new pillar of our Operations organization: Community & Executive Escalations. This role is the front line of how Anthropic protects its reputation when high-stakes user issues surface on public social platforms.You'll help stand up the function from scratch and operate it day-to-day. You'll actively monitor brand and product conversations, triage emerging issues, and own social escalations end-to-end. During live escalations, you'll build real-time social reports that turn data into actionable recommendations to resolve issues quickly and reduce reputational risk. The ideal candidate pairs deep fluency in the social analytics landscape with calm judgment under pressure, sharp written communication, and a bias toward action.
Key responsibilities
Build the team's playbooks, escalation criteria, tooling solutions, and SOPs to successfully manage social escalations
Actively monitor public social channels for brand mentions, surfacing potential escalations and triaging them against defined criteria
Own social escalations end-to-end during your coverage hours
Communicate crisply with internal stakeholders: brief executives on live situations, give Comms partners the facts they need, and keep incident channels useful and current
Build social reports in real-time, using the data to drive actionable recommendations that quickly and effectively resolve live incidents and reduce reputational risk
Write clear post-escalation reports that capture what happened, what we did, and what should change—so the next escalation is easier than the last
Help iterate on the team's playbooks, response templates, escalation criteria, and SOPs based on what you learn running real cases
Minimum qualifications
6+ years of experience in social analytics, escalations management, customer support, or a related front-line operations role—ideally at a consumer or developer platform
Deep knowledge of the social landscape and hands-on experience using social listening tools (query writing, alert design, API pipelines, report building)
Excellent judgment under pressure and have a strong instinct for how issues spread across public social platforms
Sharp written communication—you can brief a senior leader in three sentences and document an incident so the next responder can pick it up cold
Comfort coordinating across functions in real time and influencing partners without positional authority
A pattern-detection mindset—you spot the second-order issue beneath the first-order complaint and surface it to the right people
Comfort with ambiguity and a bias toward action; this team is brand new and you'll be helping define what good looks like as you operate
Excitement about protecting Anthropic's reputation and relationships at a moment when public attention on AI has never been higher
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:
$210,000
—
$260,000 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.
УдалённоUnited States
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Charlotte, United States; Pineville, United States; Matthews, United States; Harrisburg, United States; Belmont, United States; Huntersville, United States
ОфисBoston, MA
seniorUnited States
ГибридleadSan Francisco
seniorUnited States, San Mateo, CA
ГибридSan Francisco
ГибридseniorГеография найма не уточнена
УдалённоUnited States; Europe; This role is remote-first and can be executed from anywhere between the US East Coast and Europe, with the ability to collaborate across EST–CET timezones
УдалённоГеография найма не уточнена
San Francisco, CA | New York City, NY | Seattle, WA
