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Location: Flexible Workplace: Remote Job Title: Senior Legal Counsel, Financial Partnerships & Regulatory Department: Legal Reports to: Head of Legal Location: Flexible About Codex Codex is building the infrastructure for stablecoin-based cross-border payments — moving money faster, cheaper, and more transparently than the legacy financial system. Backed by Circle, Coinbase, Dragonfly, Wintermute, and Cumberland, we're a small team solving hard problems at the intersection of crypto and global payments. The Role Codex's product offering and financial partnership network is expanding rapidly — new payment providers, banking partners, and liquidity providers globally. The legal work that underpins those relationships needs to move at the same pace as the business. This role exists to make that happen. You'll own the legal workstream for financial partnerships end-to-end — reviewing and negotiating FP contracts, managing due diligence requests, and advising on the regulatory implications of new products, corridors, and partner structures. You'll work closely with the Head of Legal and report into the legal function, with tight day-to-day collaboration with the Financial Partnerships, Product and Compliance teams. This is a senior individual contributor role for someone who has done this work before and can operate with a high degree of autonomy.   Responsibilities Financial Partnership Contracts - Review, negotiate, and execute commercial agreements with financial partners — payment providers, banking counterparties, liquidity providers, and PSPs - Own the contract lifecycle end-to-end: preparing markups, tracking open issues, coordinating with counterparties, and driving to execution without losing momentum - Maintain and update standard form FP agreements as the regulatory and commercial environment evolves - Advise the Financial Partnerships and Sales teams on commercial terms, entity routing, and deal structuring across multi-entity, multi-jurisdiction arrangements Financial Partner RFIs & Due Diligence - Manage inbound legal and regulatory due diligence requests from financial partners — collating documentation, preparing regulatory status summaries, and coordinating with Compliance on AML/CFT-related queries - Prepare and maintain legal memos, licensing summaries, and corporate documentation packages for partners requiring clarity on Codex's regulatory status and entity structure - Ensure Codex's outbound KYB documentation to financial partners is accurate, current, and responsive Product Regulatory Analysis - Analyse the regulatory implications of new products, payment corridors, and client segments before they go live — identifying licensing requirements, restrictions, and structural considerations across relevant jurisdictions - Advise Product and Engineering on the legal constraints that affect feature design, entity routing, and market entry sequencing - Monitor regulatory developments across key jurisdictions (APAC, LATAM, EMEA) and brief the legal and business teams on material changes What We're Looking For - Qualified lawyer with at least 10+ years of experience, ideally combining a first-tier law firm foundation with in-house experience at a fintech payments company - Deep expertise in financial partnership contracts and payments regulation — this is a domain specialist role, not a generalist one - Comfortable operating autonomously: you can pick up a complex contract, identify the issues, and drive it to execution without needing significant direction - Commercially aware — you understand that legal is an enabler of the business, not a gate, and you give advice accordingly - Meticulous and detail-oriented, with the communication skills to translate complex legal positions into clear guidance for non-lawyers - Based in APAC or a time zone that overlaps meaningfully with the team Nice to Have - Experience across multiple APAC and other regions and familiarity with the regulatory frameworks governing cross-border payments and digital assets in the region - Exposure to stablecoin or digital asset regulation - Prior experience as a solo or early legal hire at a fast-growing fintech

Location: Paris; Amsterdam; Munich; London Workplace: Hybrid ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. ABOUT THE TEAM The Applied AI team is Mistral's customer-facing technical organization. We work directly with enterprise clients from pre-sales through implementation to deploy cutting-edge AI solutions that deliver measurable business impact. Our team combines deep ML expertise with strong customer engagement skills, operating like startup CTOs who own end-to-end project execution. Our SRE team works transversally across customer engagements, enabling value creation through Mistral tech - at scale. By joining the team you will bridge the gap between cutting-edge AI research and real-world enterprise applications, ensuring our solutions are robust, scalable, and aligned with both customer needs and Mistral's technological vision. ABOUT THE JOB You will be one of the founding engineers of the Applied AI SRE sub-team. Your mission, alongside the team, is to build and operate the framework to ensure Mistral’s solution delivery is reliable and sustainable - and applied uniformly across all our accounts, both Mistral-hosted and customer-hosted. You should already have a strong understanding of what operational excellence looks like, and you’re ready to scale your impact. You will operate in four concurrent modes: - BUILD - Design for a fleet of Mistral platforms and apps. Build proactivity to reduce reactivity. Productize reliability, author runbooks, create SLO templates, implement observability. - RUN - Operate the Tier-1 customer environments that Mistral are contracted to operate. Ensure SLO compliance, own on-call and incident response, manage drift, partner with Technical Support as L3 escalation, champion high signal post-mortems. - ENABLE - Productize how Mistral deploy, secure, and scale our Applied AI solutions. Engineer on-demand provisioning, author security baseline packages, embed security guardrails, automate everything. - SECURE - Own the security operations layer for our customer-side deployments. Lead CVE response across the fleet, ship supply-chain integrity controls (SBOM, signed images, provenance), co-page with InfoSec on security incidents, enforce secure-config baselines. This is a framework-first, fleet management role at heart. If you're excited by the difference between solving one customer's problem and structurally solving the class of problem for every customer, this is the role. HOW WE WORK IN APPLIED AI • We care about people and outputs. • What matters is what you ship, not the time you spend on it • Bureaucracy is where urgency goes to vanish. You talk to whoever you need to talk to. The best idea wins, whether it comes from a principal engineer or someone in their first week. • Always ask why. The best solutions come from deep understanding, not from copying what worked before • We say what we mean. Feedback is direct, timely, and given because we care. • No politics. Low ego, high standards. • We embrace an unstructured environment and find joy in it. ABOUT YOU • Fluent in English. • 5+ years in SRE, Production Engineering, or DevOps, with a record of shipping tooling. • Strong multi-tenant Kubernetes fluency, namespace segmentation, network policy, RBAC, admission control, operations at scale. • On-call discipline: incident response, blameless post-mortem culture, runbook-first mindset. • Observability stack in production: Prometheus, Grafana, OpenTelemetry, Loki, Tempo, Signoz. • Infrastructure as code: Terraform, Ansible (or close equivalents). • Proficient in Python and/or Golang for tooling and automation. • Security mindset: you treat secure-SDLC, CVE response, and supply-chain integrity as reliability properties of the shipped artifact, not as someone else's job. • Strong written communication skills: runbooks, post-mortems, and customer-facing incident comms are core deliverables of this role. • Comfortable operating with high autonomy in an ambiguous, fast-paced environment — and disciplined enough to defend the team's scope when work tries to spill in. • Solid Linux internals, networking debug, and distributed-systems fundamentals. STRONG PLUS • Cloud or application security background (AppSec, K8s security, supply chain — SBOM, cosign, SLSA). At least one of our early hires must bring this; if it's you, flag it. • Experience operating LLM / model-serving stacks in production • Experience with multi-cloud or on-prem hybrid customer environments (AWS, GCP, Azure, sovereign clouds). • Open-source contributions, particularly in SRE, observability, or security tooling.     By applying, you agree to our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy. WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.

Location: Limassol; Nicosia; Athens; Thessaloniki Workplace: hybrid The Role:  Our team is expanding, and we are hiring an AI Systems Engineer to help drive the adoption, integration, and governance of enterprise AI technologies across the Group Company . You will join a collaborative and forward-thinking team responsible for delivering secure, scalable, and compliant AI platforms that empower employees and enhance business operations.   As an AI Systems Engineer, you will be responsible for the administration and integration of enterprise AI platforms, the development of AI-powered agents and automations, and ensuring that AI services are secure, reliable, and aligned with the Group's technology strategy. Working closely with IT, Information Security, Product Management, and other business stakeholders, you will play a key role in delivering innovative AI solutions that support the organisation's long-term digital transformation. The main responsibilities of the position include: Administer, maintain, and support enterprise AI platforms, including ChatGpt Enterprise, OpenAI Platform, Anthropic Claude ,Microsoft 365 Copilot, Copilot Studio, and third-party AI services Design, develop, and manage AI-powered agents and business automations Using OpenAI, Copilot Studio, AWS Agent Core Collaborate with Product Management and business stakeholders to identify AI use cases, gather requirements, and deliver AI solutions that improve business processes Manage the full lifecycle of AI agents, from design and deployment to monitoring, optimisation, and retirement Develop and maintain enterprise AI connectors, including Connection to Microsoft Graph, Power Platform connectors, Google Workspace API, Chatgpt Custom Apps, and similar connectors Deploy, configure, and support Model Context Protocol (MCP) servers to enable secure integration between AI platforms and enterprise systems Manage API integrations, authentication mechanisms, and secure access using OAuth, Single Sign-On (SSO), service accounts, and related technologies Monitor, troubleshoot, and optimise AI platforms, integrations, and automation solutions to ensure performance, reliability, and security Collaborate with Information Security teams to implement AI governance, security controls, compliance requirements, and data protection measures Support the development and maintenance of AI governance frameworks, approval processes, and enterprise AI standards Manage AI platform licensing, capacity planning, usage analytics, and adoption metrics Promote AI adoption across the Group by delivering documentation, workshops, user support, and training initiatives Participate in AI strategy discussions, platform evaluations, and technology roadmap planning Research and evaluate emerging AI technologies and recommend improvements that enhance business efficiency Maintain accurate technical documentation for AI platforms, integrations, automations, and related configurations Main requirements: BSc/MSc in Information Technology, Computer Science, or a related field 3+ years of professional experience in Systems Engineering, Platform Engineering, Enterprise Applications, IT Integration, or a similar role Hands-on experience administering Microsoft 365 technologies, including Entra ID, Intune, Conditional Access, and SharePoint Practical experience working with enterprise AI platforms, including Microsoft Copilot, Copilot Studio, Agent Builder, Azure OpenAI, OpenAI, Claude, or Gemini Strong understanding of enterprise integrations, REST APIs, Microsoft Graph, Power Platform connectors, OAuth, and Single Sign-On (SSO) Experience developing AI agents and automations using Copilot Studio, including knowledge grounding and Power Automate Hands-on experience with Model Context Protocol (MCP), including building or consuming standard and custom MCP servers Experience with Azure AI Foundary, OpenAI Codex, Github Copilot, AWS Bedrock Understanding of AI governance, responsible AI principles, and enterprise security controls such as Data Loss Prevention (DLP), sensitivity labels, and compliance frameworks Experience integrating enterprise platforms with tools such as Jira, ServiceNow, or similar systems Scripting experience using PowerShell, Python, or similar languages for automation and administration Strong analytical, troubleshooting, and problem-solving skills Excellent communication, collaboration, and documentation skills A proactive mindset, strong attention to detail, and commitment to continuous learning The following will be considered an advantage: Experience working within multi-model enterprise AI environments Knowledge of enterprise AI governance, compliance, and security best practices Experience supporting AI adoption initiatives through user training and enablement Exposure to enterprise-scale AI platform administration and operations Benefit from: Attractive remuneration package Private health insurance Corporate pension fund Intellectually stimulating work environment Continuous personal development and international training opportunities The Hiring Experience: What Awaits You Let’s Connect – Intro Chat with Talent Acquisition Deep Dive – First Interview with Your Future Team Final Connection – Final Interview All applications will be treated with strict confidentiality!   By submitting this application, I confirm that I have read and agree to the terms of the Privacy and Data Protection Notice and the Confidentiality Undertaking.

Location: Ho Chi Minh City, Vietnam About Our Client Our client is a well-established medical technology and healthcare distribution company committed to providing clinically proven, safe, effective, and high-quality products to healthcare professionals. Since its establishment, the company has focused on introducing advanced medical technologies and skincare solutions to the market while maintaining high standards of quality and customer service. With a strong presence across multiple countries in the region, our client serves a broad network of clinics, hospitals, and healthcare providers through an extensive distribution network, supported by long-term partnerships and a commitment to innovation. Job Description Our client is looking for dynamic and driven Medical Representatives to join their growing team. In this role, you will be responsible for promoting and selling dermatological products to healthcare professionals in HCMC across assigned territories, in accordance with defined policies and objectives. Based in HCMC, the ideal candidates will excel at building strong client relationships, increasing product awareness, and driving sales growth in a competitive market. Key Responsibilities Client Relationship Management: Build and maintain long-term relationships with doctors and key opinion leaders (KOLs). Sales Target Achievement: Meet or exceed monthly and quarterly sales goals through new business development and strong customer engagement. Market Research & Strategy: Stay up to date with market trends and competitor activity to optimize product positioning and strategy. Product Training & Education: Educate clients on product benefits and proper usage. Reporting & Analysis: Submit regular sales performance reports and market feedback. Key Requirements Bachelor's degree in Pharmaceutical Sciences, Life Sciences, or a related field. Minimum of 2 years of experience in medical or pharmaceutical sales. Existing experience in dermatological or skincare products, preferably within the mid-premium segment. Excellent communication and interpersonal skills, including the ability to communicate effectively in English. Strong negotiation and persuasion abilities, with the ability to position products based on their technology and clinical advantages. Understanding of clinic and stakeholder motivations, influencing factors, and a partnership-oriented mindset. Strong business acumen with the drive to maximize opportunities within existing accounts, expand into new clinics, and identify business potential. Strong collaboration mindset and a desire to work closely with colleagues to create synergies. Self-driven, goal-oriented, and proactive. Why choose our client? Supportive workplace culture Excellent exposure with continuous learning opportunities Clear paths for career growth and advancement

Location: Ho Chi Minh City, Vietnam About Our Client Our client is a well-established medical technology and healthcare distribution company committed to providing clinically proven, safe, effective, and high-quality products to healthcare professionals. Since its establishment, the company has focused on introducing advanced medical technologies and healthcare solutions to the market while maintaining high standards of quality and customer service. With a strong presence across multiple countries in the region, our client serves a broad network of clinics, hospitals, and healthcare providers through an extensive distribution network, supported by long-term partnerships and a commitment to innovation. Job Description Our client is looking for dynamic and driven Medical Representatives to join their growing team. In this role, you will be responsible for promoting and selling medical device and injectable products to healthcare professionals in HCMC. Based in HCMC, the ideal candidates will excel at building strong client relationships, increasing product awareness, and driving sales growth in a competitive market. Key Responsibilities Client Relationship Management: Build and maintain long-term relationships with doctors and key opinion leaders (KOLs). Sales Target Achievement: Meet or exceed monthly and quarterly sales goals through new business development and strong customer engagement. Market Research & Strategy: Stay up to date with market trends and competitor activity to optimize product positioning and strategy. Product Training & Education: Educate clients on product benefits and proper usage. Reporting & Analysis: Submit regular sales performance reports and market feedback. Key Requirements Bachelor's degree in Pharmaceutical Sciences, Life Sciences, or a related field. Minimum of 2 years of experience in medical or pharmaceutical sales. Preferably with experience in medical devices and injectable products. Excellent communication and interpersonal skills. Strong negotiation and persuasion abilities. Self-driven, goal-oriented, and proactive. Why choose our client? Supportive workplace culture Excellent exposure with continuous learning opportunities Clear paths for career growth and advancement

Location: Ho Chi Minh City, Vietnam About Our Client Our client is a well-established medical technology and healthcare distribution company committed to providing clinically proven, safe, effective, and high-quality products to healthcare professionals. Since its establishment, the company has focused on introducing advanced medical technologies and skincare solutions to the market while maintaining high standards of quality and customer service. With a strong presence across multiple countries in the region, our client serves a broad network of clinics, hospitals, and healthcare providers through an extensive distribution network, supported by long-term partnerships and a commitment to innovation. Job Description Our client is seeking a Marketing Manager who will be responsible for developing, leading, and executing marketing strategies and tactics to drive brand growth and awareness in the medical aesthetic product sector. The role will have direct responsibility for key brands within the company's portfolio and will also include leading the marketing portfolio across Vietnam. This role involves working closely with the sales and creative teams to ensure a cohesive brand message and achieve business goals. Key Responsibilities Proactively develop, lead, and drive execution of marketing strategies and campaigns. Conduct market research and competitive analysis to identify trends, opportunities, and consumer insights. Collaborate with regional counterparts to understand and share best practices on branding initiatives. Deeply understand the dermatology and aesthetics market in Vietnam, including trends and influencing factors. Lead and manage digital marketing efforts, including social media, content creation, email campaigns, and SEO strategies. Proactively monitor and analyze campaign performance, using data to make informed recommendations for optimization. Coordinate with external agencies and partners to execute promotional activities and events. Oversee and proactively drive best-in-class development of marketing materials, including brochures, presentations, and digital assets. Be accountable for managing marketing expenses to ensure campaigns remain within budget. Stay up to date with market trends and competitor activity to optimize product positioning and strategy. Submit regular performance reports and market feedback. Develop Key Performance Indicators (KPIs) to monitor performance based on marketing implementation plans. Leverage insights from the industry landscape, digital marketing technologies, and competitor product offerings to inform marketing strategies. Develop target profiles and personalized marketing and/or engagement strategies based on data-driven analysis. Develop omni-channel initiatives to drive engagement with target profiles and improve customer experience. Key Requirements Bachelor's degree in Marketing, Business, or a related field. 3 to 5 years of marketing experience in consumer dermatology, aesthetics, or an adjacent industry. Extensive experience in the premium consumer segment with a strong understanding of positioning, consumer psychology, and buying triggers. Agency background or mindset with a strong understanding of digital marketing, social media, and content strategy. Excellent communication and interpersonal skills. Proficiency in Canva. Proficiency in marketing analytics tools and software (e.g., Google Analytics, CRM systems). Ability to work independently and collaboratively in a fast-paced environment. Growth mindset with demonstrated experience turning challenges into opportunities and outcomes. Excellent communication and interpersonal skills, including the ability to communicate effectively in English. Understanding of clinic and stakeholder motivations, influencing factors, and a partnership-oriented mindset. Strong business acumen and a results-driven approach with a methodological mindset to ensure events and investments are profitable and tracked in detail. Strong collaboration mindset and a desire to work closely with colleagues to create synergies. Self-driven, goal-oriented, and proactive. Why choose our client? Supportive workplace culture Excellent exposure with continuous learning opportunities Clear paths for career growth and advancement

Location: South Africa; Morocco; Philippines About Huzzle At Huzzle, we connect exceptional talent with top opportunities at leading companies across the UK, US, Canada, Europe, and Australia. Our clients include fast-growing startups, digital agencies, SaaS companies, and tech-enabled businesses across industries such as MarTech, FinTech, EdTech, and eCommerce. Unlike traditional outsourcing agencies, we place you directly with innovative companies where you become a valued member of the team. About the company Our client is a premier B2B growth agency that bridges the gap between high-level strategy and tangible sales results. Based in the UK with a global reach across major hubs like London, New York, and Dublin, the team provides an integrated "go-to-market as a service" model. They specialize in deep market research, creative brand positioning, demand generation, and expert lead generation for B2B founders and GTM leaders in the SaaS, Fintech, and professional services sectors. By combining intelligence-driven insights with proactive outreach, they help businesses in the £1M to £25M ARR range scale their pipelines and secure high-quality meetings with global enterprises. The company operates with a focus on transparency, methodology, and senior-led strategy, moving away from templated campaigns in favor of research-backed execution. The team thrives on high-impact work, delivering measurable growth for clients in emerging and established markets alike. Joining this organization means working in a collaborative, fast-paced environment where data-driven decisions and creative execution meet to redefine how modern B2B organizations acquire customers and build long-term market influence. Role Type: Full-time Job Summary As a Graphic Designer at the heart of this creative team, you will be the visual storyteller responsible for elevating brand presence across every digital touchpoint. This isn't just about making things look good; it’s about designing high-impact visual content that stops the scroll, drives demand, and generates real results for a global portfolio of ambitious clients. If you are a creative problem-solver who thrives in a fast-paced environment and wants to see your work define the visual identity of industry-leading campaigns, this is the role for you. Key Responsibilities Social Media Design: Conceptualize and execute high-quality graphics for LinkedIn and other major platforms, including carousel posts, branded visuals, and thought leadership assets. Brand & Campaign Design: Develop creative concepts for demand generation activities, designing visuals for webinars, events, lead-gen reports, and promotional content. Website & Digital Design: Support web projects by creating page designs, custom icons, illustrations, and visual elements that bridge the gap between aesthetics and user experience. Guide & Asset Creation: Transform complex ideas into polished marketing assets, such as professional eBooks, whitepapers, and downloadable resources with a focus on readability and layout. Creative Development: Continually push the boundaries of the team's creative standards by testing new formats, staying ahead of design trends, and evolving client brand aesthetics. Collaboration & Delivery: Manage projects from concept to completion, working closely with marketers, videographers, and leadership to meet deadlines in a high-growth environment. Requirements Design Excellence: A strong portfolio demonstrating a modern aesthetic and an eye for high-end, engaging visual design. Technical Mastery: High proficiency in Adobe Creative Suite (Photoshop, Illustrator, InDesign) and a deep understanding of Canva for collaborative workflows. Social Media Savvy: A proven understanding of what captures attention on professional platforms like LinkedIn and how to design for engagement and performance. Detail-Oriented: A meticulous approach to design, ensuring every pixel is aligned and every asset is polished before delivery. Organization Skills: The ability to prioritize multiple projects and meet tight deadlines without compromising on quality. Growth Mindset: An ambitious and curious nature, with a desire to learn new tools and contribute to the overall creative strategy of the business. Nice-to-Haves Experience working within a fast-paced agency environment. Knowledge of UI/UX principles and how they apply to landing page design. Experience with motion graphics or video editing elements to enhance static designs. Prior experience working on B2B marketing or demand generation campaigns. Benefits 💰 Competitive salary 🚀 Career growth opportunities in a fast-paced agency 🌎 Collaborative and energetic remote-friendly culture 📈 Exposure to global clients and high-scale marketing projects 🎯 Ownership over creative projects from day one 💡 Opportunity to lead and evolve creative standards

Location: Dhahran, Saudi Arabia Eram Talent is seeking an experienced Drafting Trainer specializing in the Oil & Gas sector to join our team. The Drafting Trainer will be responsible for designing, developing, and delivering comprehensive training programs focused on drafting techniques, software applications, and industry standards specific to the oil and gas industry. The role involves mentoring and upskilling drawing and drafting professionals to enhance their technical skills and ensure adherence to safety and quality standards. This position requires strong expertise in drafting software and proven teaching abilities to effectively communicate complex concepts. Responsibilities: Develop and deliver training programs on drafting software and techniques related to the Oil & Gas industry Provide hands-on training sessions and workshops to enhance technical skills of participants Assess training needs and adapt programs accordingly to meet specific client and industry requirements Evaluate trainees’ progress and provide feedback and support for improvement Stay updated with the latest drafting technologies, software, and industry standards Prepare training materials, manuals, and documentation Collaborate with management and technical teams to ensure training aligns with project goals and regulatory compliance Requirements Bachelor’s degree in Engineering, Architecture, or a related technical field Proven experience in drafting within the Oil & Gas industry Strong proficiency in drafting software (e.g., AutoCAD, MicroStation, PDMS, SmartPlant) Experience in delivering training or teaching technical subjects to professionals Excellent communication and interpersonal skills Ability to develop clear and effective training materials Knowledge of Oil & Gas industry standards and safety regulations Strong organizational and presentation skills Ability to customize training to accommodate different skill levels and learning styles

Location: New York; San Francisco ABOUT US: AI NEEDS A NEW INFRASTRUCTURE LAYER. WE'RE BUILDING IT AT MODAL. Every era of computing brought new workloads that previous infrastructure couldn't support: mainframes, databases, and the cloud. Each time, the company that rebuilt the layer underneath defined the decade. AI is no different, except it touches everything instead of one slice, and the window to build the layer underneath it is open right now. Our customers include category-defining companies like Ramp https://modal.com/blog/how-ramp-built-a-full-context-background-coding-agent-on-modal, Cognition, DoorDash, and Suno. They rely on Modal for instant GPU access, sub-second container starts, and native storage, so it's simple to serve low-latency inference, fine-tune models, and access production-ready sandboxes at scale. We've passed $1B in annualized run rate, up 15x from a year ago. In October 2026 we raised a $750M Series D led by Accel at a $15.75B valuation. Our team includes creators of popular open-source projects (e.g.,Seaborn https://github.com/mwaskom/seaborn,Luigi https://github.com/spotify/luigi), academic researchers, international olympiad medalists, and experienced engineering and product leaders with decades of experience. THE ROLE: We’re building a platform that covers the whole life of an LLM: training it, deploying it, and observing it in production. We already run multi-node training, elastic inference, sandboxes, and distributed volumes, and we control the infrastructure underneath. We’re looking for research depth in post-training to sit alongside our systems and product work. We are looking for research scientists with a strong track record in reinforcement learning, machine learning, and foundation models, including large language and multimodal models, to join our research team. WHAT YOU’LL WORK ON: - Improve existing methods and develop new techniques for large-scale model training, optimization, and inference - Extend models to long-context and long-horizon tasks - Improve inference-time efficiency, reliability, and robustness in high-stakes real-world deployments YOU MAY BE A FIT IF: - You have a PhD in computer science, machine learning, or a related field - You have a demonstrated record of research accomplishments in reinforcement learning, machine learning, foundation models, or related fields - You have experience with large-scale training and inference infrastructure, including distributed systems and multi-node GPU clusters - You’ve developed, trained, optimized, or deployed state-of-the-art large-scale models - You have first-author publications at leading venues such as NeurIPS, ICML, ICLR, CoRL, CVPR, UAI, JMLR, or TMLR - You have a mission-driven mindset and a strong desire to translate research advances into meaningful product impact - You have a collaborative spirit and can work effectively across research and engineering teams Candidates with a master’s degree and significant research or industry experience will also be considered.

Location: Palo Alto; San Francisco Workplace: Hybrid ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. THE ROLE As a US Patent Attorney on the legal team, you will transform cutting-edge research into a strategic intellectual property portfolio that protects Mistral AI’s innovations and supports its global growth. You will work closely with research, engineering, and product teams to identify, prioritize, and secure patentable inventions, shaping the future of open-source AI while aligning IP strategy with the company’s mission. The legal team, currently comprising 30 people across Paris, London and Palo Alto, covers compliance, IP, contracts, and corporate matters. Your role will have a direct impact on defining AI standards, securing strategic assets, and embedding IP thinking into the company’s culture and processes. WHAT YOU WILL DO - Identify and prioritize patentable inventions by engaging with researchers, engineers, and product managers, advising on trade secrets vs. patent filings. - Draft invention memos and patent applications, translating complex technical ideas into clear, defensible disclosures. - Manage global patent prosecution, including office action responses and outside counsel, to ensure high-quality filings. - Develop and maintain internal IP processes, tools, and documentation, including dashboards for tracking filings, deadlines, and portfolio metrics. - Support M&A due diligence by assessing IP portfolios, freedom-to-operate risks, and competitive positioning of targets. - Administer and evolve the inventor recognition program, including bonuses, awards, and visibility initiatives. - Align patent strategy with Mistral’s open-source objectives and recommend participation in defensive patent networks or alliances. WHAT WE'RE LOOKING FOR - Proven experience drafting patents in complex software/AI domains, with a deep understanding of AI patent eligibility in the US and Europe. - Hands-on experience with LLMs or other GenAI technologies, including the ability to decode and articulate technical concepts like model architectures or training methods. - Experience selecting, managing, and optimizing external patent firms to ensure high-quality, cost-effective prosecution. - Ability to engage with researchers and engineers, extract critical information, and explain IP concepts to non-legal audiences. - Self-driven and resourceful, with a talent for anticipating needs, engaging stakeholders, and documenting processes. - Business acumen to understand how patents drive value for a scale-up, combined with familiarity with open-source licenses and their intersection with patents. - Fluent English (required for legal/technical writing); WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.

Location: Paris; London Workplace: Hybrid ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. THE ROLE As a Code Data Annotation Quality Specialist on the Human Data Annotation team, you will play a dual role in ensuring the quality of code annotations and maintaining the tools that support annotators. This role exists to uphold the highest standards for data used in training and evaluating AI models, while also improving the workflows and tools that enable efficient annotation. You will spend most of your time reviewing and auditing annotations against rubrics, with the remainder focused on building, maintaining, and troubleshooting internal tooling. Your collaboration with annotators, technical program managers, and engineers will help refine the guidelines and processes that shape how our data is produced. WHAT YOU WILL DO - Generate and validate high-quality data annotations based on guidelines and continuous feedback. - Surface systemic issues, edge cases, and gaps in guidelines to annotation operations and technical stakeholders. - Produce annotations yourself to model the quality bar expected of the team. - Build and maintain internal tools and automation to streamline annotator workflows, such as dashboards, scripts, and utilities. - Troubleshoot environment, tooling, and version control issues for annotators, liaising with IT and engineering as needed. - Collaborate with stakeholders to refine guidelines and processes for data production. WHAT WE'RE LOOKING FOR - A degree in computer science, engineering, or a related field, or 2 to 5 years of professional experience in software engineering, technical support, or tool development. - Hands-on experience using code agents in your development workflow and a genuine interest in their evolution. - Proficiency in at least one programming language (e.g., Python, JavaScript), with the ability to read and reason about code across multiple languages. - Ability to apply consistent judgment against a rubric and identify edge cases, ambiguities, or gaps in guidelines. - Sustained focus and accuracy for detail-oriented, high-volume review work. - Comfort working in a Unix-like terminal, including shell basics, package managers, environment setup, and version control workflows. - Ability to troubleshoot local development environment issues across common operating systems. - Professional proficiency in English, with strong writing and comprehension skills. WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.

Location: Paris ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. THE ROLE This role exists to ensure the physical safety, regulatory compliance, and operational resilience of Mistral's HQ. As a member of the global security team, you will shape and execute the HQ's physical security strategy for one of the world’s leading AI companies, directly impacting the protection of employees, assets, and intellectual property. Your work will establish Mistral's HQ as a benchmark for physical security in the tech sector, enabling business growth while mitigating risks in a cutting-edge, AI-driven environment. You will own the end-to-end physical security framework—from access control and surveillance to crisis response—collaborating closely with French authorities (Police, Gendarmerie, ANSSI) and internal stakeholders. This is a unique opportunity to build a scalable, compliant, and innovative security model that sets the standard for Mistral's expansion across Europe. WHAT YOU WILL DO - Define and implement a unified physical security strategy for Mistral AI’s France facilities, aligning global policies with local regulations. - Lead the consolidation and management of security vendors under SLAs, ensuring performance, cost-efficiency, and compliance. - Establish a regulatory compliance program to achieve 100% adherence to French/EU laws (CNIL, RGPD, NIS2) and industry standards (ISO 27001/28000). - Deploy state-of-the-art security technologies, including AI-powered surveillance, access control, and intrusion detection systems. - Develop and test crisis response frameworks, including emergency protocols for evacuations, lockdowns, and high-impact incidents. - Formalize liaison protocols with French authorities to enable threat intelligence sharing and collaborative security measures. - Optimize the France security budget (€1M–3M/year) through vendor consolidation, efficiency gains, and risk-based prioritization. - Measure and report on security performance, ensuring zero major incidents and continuous improvement of safety standards. WHAT WE ARE LOOKING FOR - Proven experience designing and implementing physical security programs for large, high-stakes facilities or multi-site operations. - Vendor management expertise with a track record of consolidating, negotiating, and optimizing security service contracts (e.g., guard services, CCTV, access control). - Crisis leadership with hands-on experience developing and testing emergency response protocols for incidents like protests, cyber-physical threats, or natural disasters. - Deep knowledge of French/EU compliance frameworks (CNIL, RGPD, NIS2, ISO 27001/28000) and a history of leading audits or certifications. - Builder mentality—thrives in ambiguous environments, turning strategy into scalable, operational security solutions. - Data-driven decision-making—uses KPIs, risk assessments, and metrics to continuously improve security posture. - Resilience under pressure—maintains clarity and effectiveness in high-stakes, fast-evolving situations. - Uncompromising integrity—upholds the highest ethical standards, ensuring confidentiality and trust in sensitive contexts. WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.

Location: Abu Dhabi, UAE; Kuala Lumpur, Malaysia About Us Established in 2018, Bybit is one of the world’s leading cryptocurrency exchanges and digital financial platforms, serving over 80 million users across more than 200 countries and regions. Powered by world-class technology and a user-first mindset, Bybit delivers a seamless ecosystem across trading, payments, wealth management, custody, institutional services, and Web3 — connecting users to the future of digital finance. Our core values define how we build. We listen, care and improve to create products and experiences that put users first. Backed by a global team of ambitious builders, problem-solvers, and innovators, we foster a high-performance and fast-moving environment where talent is empowered to drive real impact at the global scale. Supported by 24/7 multilingual customer service and a strong commitment to innovation, we are shaping the future of finance through technology, collaboration, and bold execution. Today, Bybit is recognized as one of the most trusted and transparent platforms in the digital asset industry, continuing to expand its global presence while building the infrastructure for the next generation of financial services. Responsibilities Support risk operations by conducting campaign reviews, activity data quality checks, case reviews, and user behaviour analysis based on operational needs Perform in-depth analysis combining internal and external data to provide actionable insights supporting operational decisions, strategy development, and model iteration Continuously monitor data, define risk indicators, optimise workflows, and establish a standardised risk operations framework to improve operational efficiency Maintain strong cross-functional relationships with Marketing, Operations, Customer Service and other teams to ensure smooth execution of campaigns and risk control strategies Requirements Bachelor's degree or above; 2+ years of experience in data analysis or data operations, with exposure to at least one of the following: business risk control, marketing anti-fraud, account security, or fund security Proficient in SQL with the ability to conduct independent data analysis; experience with R or Python is a plus Strong business acumen and risk intuition, with solid logical thinking and data sensitivity — candidates should be able to identify risks from anomalous data and articulate the underlying causes Fluency in spoken Mandarine is a plus Why Join Us At Bybit, we are committed to fostering a supportive and enriching work environment. Our benefits include: - Study Growth Fund: We support your professional development and continuous learning. - Internal Events: Participate in regular team-building activities, workshops, and events designed to promote collaboration and innovation. - Global Collaboration: Be part of a diverse, international team, working alongside colleagues from around the world. - Career Advancement: Access opportunities for growth and advancement within a rapidly expanding global company. - Internal Mobility: Grow with us- Your long-term development is important to us. We offer internal job opportunities to help build your career path.

About the Role We are a Las Vegas based game studio born on the Roblox platform and built by people who genuinely love this community. As a community-first studio, we care as much about our worlds and players as we do about the people building them. That mindset has helped us grow into one of the most innovative teams on Roblox, pushing boundaries, shaping culture, and setting new standards across the platform. With over 8B game visits, 44M monthly players, and a 19M member community, our worlds have become a core part of the Roblox ecosystem. We’re a ten-time winner of the Roblox Innovation Awards and recognized as builders of the future of the platform. From Creatures of Sonaria and Dragon Adventures to World // Zero and Horse Life, we create experiences that players live in, not just visit. What we are looking for We're looking for a passionate, data-driven Product Manager to join our game teams. In this role, you'll own the product vision and roadmap for your game, partnering closely with Design, Engineering, Art, Marketing, and Commerce to ship features that delight players and drive long-term growth. You'll sit at the intersection of player experience, game design, and live-ops, working within the unique constraints and opportunities of the Roblox platform, where your players are vocal, your community is enormous, and your updates ship in weeks, not quarters. Responsibilities: — Own and drive the product roadmap for your game, from ideation through launch and post-launch iteration. — Analyze game metrics and player behavior to identify opportunities, diagnose problems, and measure the impact of shipped features. — Stay close to your game's community to understand what players love, what frustrates them, and what they're asking for next. — Collaborate with creative leadership to plan seasonal content, events, and monetization updates that resonate with your players. — Partner with design, engineering, and art teams to translate product vision into well-scoped, executable work. — Define and prioritize features based on player feedback, data, and strategic goals — Write clear product specs and briefs that give your team everything they need to build with confidence. — Run sprint planning, reviews, and retrospectives to keep the team focused and unblocked. — Communicate progress, risks, and learnings to stakeholders clearly and proactively. — Foster a culture of focus, momentum, and fun across your team. Requirements: — 1–3 years of experience as a Product Manager or Producer in gaming. — Strong analytical mindset. You are comfortable working with data to inform decisions and measure outcomes. — Experience owning a product roadmap end-to-end, including prioritization, scoping, and shipping. — Familiarity with Roblox Studio. You don't need to write Lua, but you should be able to open a place in Roblox Studio, navigate a game hierarchy, understand how assets and scripts are organized, and speak credibly with developers about scope and feasibility. — Excellent written and verbal communication skills. You can write a crisp spec and present a clear recommendation to leadership. — Experience with live service products and the cadence of ongoing updates, events, and seasonal content. — Collaborative by nature. You work well across disciplines and know how to build trust with creative and technical partners. — Comfortable using tools like Notion, Google Suite, Discord, or similar for roadmap management and documentation. Location: This is a remote-first role open to candidates anywhere in the world. Las Vegas-based team members work in-office Tuesday through Friday (Monday optional). If Vegas sounds fun, we offer relocation support for candidates interested in moving here. In-office perks include daily DoorDash credits to keep you fed, commuter credits to cover your ride in, and a monthly game stipend because we think playing games is part of the job. We are actively building a UK talent hub in anticipation of a dedicated UK office. Candidates across the UK are warmly encouraged to apply.

Location: Cyprus, Ypsonas, Greece Join FxPro: a leading international fintech company. Be a part of our expanding international team, with offices in Limassol, London, Nassau, Dubai and Yerevan. FxPro boasts a diverse workforce of over 600 employees representing 40 nationalities, making it an exciting and dynamic workplace. At FxPro , we see each team member as an integral part of our success story. As a System Analyst , you will play a key role in the development of FxPro’s core product. You will work closely with product managers, development teams, QA engineers, and other stakeholders to analyze business needs, design system behavior, describe integrations, and prepare clear development-ready specifications. You will be involved in both new functionality and improvements to existing services, including the analysis of legacy flows, system integrations, and production behavior. Project and technical context The product is based on a microservice architecture. The backend is mainly built with Node.js and integrates with multiple internal and external systems using REST, gRPC, and message brokers. The role requires strong analytical skills, technical understanding, and the ability to translate business needs into clear system requirements and development tasks. Responsibilities Analyze business needs and transform them into clear system requirements Design business logic for new and existing microservices Prepare development-ready artifacts: functional and non-functional requirements, specifications, process diagrams, use cases, user stories, and tickets Model system interactions and integrations using Sequence diagrams and C4 diagrams Design and document integration contracts between systems, including REST APIs, gRPC services, and message broker flows Collaborate with development, QA, product, and other cross-functional teams Analyze logs and investigate system behavior using tools such as Graylog and Kibana Perform reverse engineering of legacy functionality and document existing system behavior Support development teams during implementation and clarify requirements when needed Maintain comprehensive and structured technical documentation Requirements 3+ years of experience as a System Analyst Experience in integration analysis and understanding of client-server interaction principles Understanding of web services, APIs, REST, OpenAPI, gRPC, and message brokers Experience with UML, BPMN, ERD, Sequence diagrams, and C4 diagrams Understanding of databases and ability to read data structures and write basic to intermediate SQL queries Experience creating detailed system specifications, diagrams, flowcharts, and integration documentation Ability to analyze complex systems and describe business and system logic clearly Experience working with development teams and preparing tasks for implementation Excellent verbal and written communication skills Strong collaboration and teamwork abilities Attention to detail and ability to work with incomplete or legacy documentation Benefits Competitive compensation package Medical insurance Provident fund In-house gym with a personal trainer Free daily lunch catering, snacks, and beverages Company discount card for various products & services 21 days of annual leave and 10 days of sick leave annually Shuttle bus service from Limassol Birthday gift Relocation bonus and visa/work permit support

RELOCATION TO LONDON OR BARCELONA | PERK Company Perk is an intelligent platform for travel and spend management, automating manual processes to help businesses reclaim lost productivity. What you will do Design and maintain efficient ELT pipelines using dbt to transform raw data into clean models. Implement best-practice data modeling and software engineering techniques, including CI/CD and testing. Develop comprehensive data quality checks and monitoring scripts to ensure reliability. Collaborate with analysts and business users to optimize data models for specific analytical use cases. Tune SQL queries and data models to improve warehouse performance and reduce latency. Build scalable, compelling data visualizations in Looker for large teams. Requirements 3+ years of experience in a data-focused role such as Analytics Engineer, Data Analyst, or BI Developer. Expert-level proficiency in SQL. Hands-on experience with dbt or similar transformation frameworks. Experience with cloud data warehouses like Snowflake, BigQuery, or Redshift. Solid understanding of dimensional modeling and ETL/ELT principles. Proficiency with Git for version control. Must be based within commuting distance of London or Barcelona. Nice to have Python expertise for automation and orchestration. Experience with semantic layers and orchestration tools like Airflow. Knowledge of modern software engineering practices applied to data. Culture & Benefits IRL-first culture emphasizing connectivity and collaboration. Opportunity to work in a global, diverse environment with teams across 12 offices. Focus on professional growth and impact within a fast-growing SaaS company. Equal opportunity employer committed to diversity and inclusion.

Location: Canada; Calgary; Winnipeg; Vancouver; Halifax; Edmonton; Ottawa; Toronto; Victoria; Montreal Workplace: Remote WHO ARE WE? Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems. We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that. We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft. We are a global technology company headquartered in Toronto with key offices in London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul. Join us! Why this role? This role will focus on evaluating data science and coding tasks, requiring you to review and debug code, analyze model trajectories, and assess data visualization script development and logical flow implementation. Your work will contribute to our model development efforts and the logic our models apply when completing task requests. Please note: This is a part-time independent contractor position available within Canada. We seek candidates who are able to commit to 16 hours per week minimum at a 40 CAD/hour contract rate. This role is BYOD 💻 - Bring Your Own Device (laptop). Remote work within Canada. 12 month contract. As a Data Annotation Specialist, you will: - Evaluate the model's ability to respond to coding requests, workflows, and code base-related questions using available tools. - Assess agent trajectories and model capabilities for code generation, tabular and graphic manipulation, and debugging requests. - Prompt models to complete complex data science tasks and review the accuracy of generated responses. - Label, proofread, and improve machine-written and human-written software engineering-related outputs. - Report quality and performance trends related to model/agent behaviour and project assignments. You may be a good fit if you have: - Exceptional data analysis and visualization skills. - 3+ years of relevant industry experience working on real-world data science problems and pipelines. - Proficient knowledge and understanding of Python and industry-standard data science packages (numpy, pandas, matplotlib, sqlite, or others). - Strong understanding of SQL syntax writing and workflows; and a deep familiarity with file/data formats, such as markdown, JSON, XML, YAML, and HTML. - Prior experience re-writing, proofreading, and delivering feedback on code. - Familiarity with code agents (OpenCode, Claude Code, Codex) or evaluating agent trajectories is a plus. The Candidate Journey: - Initial Screening: Our Talent Team will review your application. - First Assessment: If selected to move forward, you’ll receive a multiple-choice assessment by email. - Second Assessment: Candidates who achieve a passing score will be contacted by a member of our team to complete a more comprehensive assessment focused on their area of expertise. - Video Screen: If selected to move forward, you’ll have a short video call with a member of our Operations Team. - Final: Selected candidates will receive an Independent Contractor Agreement. As an independent contractor, you maintain control over how you complete your work and may work with multiple clients simultaneously. We request that you declare any external work relationships with Cohere’s direct competitors and always maintain the IP confidentiality of the Cohere project. Independent contractors are not eligible for health benefits or other benefits provided to employees. Compensation for services is provided to contractors by self-invoicing for services provided pursuant to the terms of our agreement with the contractor. It is important to understand that, as an independent contractor, continuous work is not guaranteed. The client-contractor relationship is fundamentally project-based, meaning engagements may be temporary, periodic, or intermittent based on our organizational needs and project availability. As an independent contractor, you should anticipate fluctuations in workflow and, therefore, compensation for services when Cohere does not require as many hours of services in a week. Prospective candidates, please be advised: this role involves working with human-generated and model-generated tasks that may involve exposure to not safe for work (NSFW) text content as part of data annotation tasks, including explicit, offensive, or other inappropriate material. If the above qualifications do not perfectly align with your experience, we still encourage you to apply! We value and celebrate diversity and strive to create an inclusive work environment for all. We welcome applicants from all backgrounds and are committed to providing equal opportunities. Should you require any accommodations during the recruitment process, please submit an Accommodations Request Form, and we will work together to meet your needs.

Location: Paris; London ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. THE ROLE Mistral AI is seeking Applied Scientist Interns and Research Engineer Interns to drive innovative research and collaborate with clients on complex research projects. You will develop SOTA models across different modalities such as text, image, and speech. By developing novel methods and research ideas you will apply these models across a diverse set of use cases and domains. Working cross-functionally with both external and internal science, engineering, and product teams you will deliver high-impact AI solutions that turn the needle. WHAT YOU WILL DO - Run pre-training, post-training and deploy state of the art models on clusters with thousands of GPUs. - Generate and curate data for pre-training and post-training, working on evaluations and making sure the model's performance beats expectations. - Develop the necessary tools and frameworks to facilitate data generation, model training, evaluation and deployment. - Collaborate with cross-functional teams to tackle complex use cases using agents and retrieval pipelines. - Manage research projects and communications with client research teams. WHAT WE'RE LOOKING FOR - Fluent in English with excellent communication skills — at ease explaining complex technical concepts to both technical and non-technical audiences. - Expert with PyTorch or JAX. - Not afraid of contributing to a big codebase; finds their way around independently with little guidance. - Writes clean, readable, high-performance, fault-tolerant Python code. - Doesn’t need roadmaps: moves independently and navigates uncertainty with confidence. - Low-ego, collaborative and eager to learn. - Track record of success through personal projects, professional projects or academia. NICE TO HAVE - Pursuing a PhD / Master in a relevant field (Mathematics, Physics, Machine Learning) — exceptional candidates from other backgrounds welcome. - Preferred duration: at least 6 months. Priority to candidates about to finalise their studies. - Research experience in agents, multimodal models, world models, robotics, diffusion models, cybersecurity, 3D understanding/generation, or time-series analysis. - Contributions to a large open-source or industry codebase. - Publications in top academic journals or conferences. - Enjoys improving existing code: typing, tests, CI pipelines. Location & work authorization: This internship is available only in France or the UK. Please apply only if you have the required work authorization to complete the internship in the relevant country for its full duration. WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.