Вакансии

Location: Paris; Zurich; Warsaw; 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 As a Research Software Engineer on the Sandboxes team, you will design, build, and operate the platform that runs isolated environments for untrusted code at massive scale. Our work spans distributed systems, low-level virtualization, and product-minded platform design. Engineers on this team move between deep infrastructure work and understanding how researchers actually use the platform. This is a software engineering role, not an ML research role. You do not need prior ML experience; what matters is writing clean, reliable systems code that scales. You will join a small, senior team where the wrong hire is worse than no hire. WHAT YOU WILL DO - Design, build, and operate the sandboxing platform that runs untrusted code at scale across multiple Kubernetes clusters, from our own bare metal data centers to hyperscalers. - Develop the sandbox runtime leveraging Firecracker, enabling fast startup, snapshotting, and efficient scheduling without blocking expensive hardware. - Obsess over performance and latency optimisation allowing us to reach millions of concurrent sandboxes. - Write robust, well-tested systems code in Rust and Python; review code, CI/CD, and observability across the platform. - Own cross-cluster networking, security boundaries, isolation guarantees and monitoring for suspicious activity. - Collaborate with researchers and ML engineers who use sandboxes for synthetic data generation and RL training, turning their needs into platform features. WHAT WE'RE LOOKING FOR - A strong background in software engineering and distributed systems, with experience building and operating large-scale infrastructure. - Deep expertise in at least one of: Kubernetes and cluster operations, cross-cluster networking, observability, or low-level virtualization. - Fluency in Python or Rust; comfortable writing systems code where performance and security matter. - Strong software-design instincts: modular code, testing, CI/CD, observability, and a bias for reliability. - A self-starter who learns fast. Core skills matter more than specific tools — we value meta-learning ability and motivation highly. - Low-ego, collaborative, and comfortable with ambiguity in a small, high-ownership team. NICE-TO-HAVES - Experience with Firecracker, microVMs, or similar virtualization technologies. - Product-mindedness: understanding of how sandboxes are used for synthetic data generation or RL training. - Experience with GPU clusters, CUDA, or ML workloads. - Prior SRE or platform engineering experience at scale. - Open-source contributions or widely used internal tools. 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.

Kled AI is looking for a Research Scientist Benchmarks and Evals to develop benchmarks, evaluate frontier models, and demonstrate the value of opt-in human data.

Location: Europe About Constructor Constructor is an international ecosystem spanning education, research, and technology. It includes Constructor University Bremen , Constructor Tech , Constructor Knowledge , and partner entities such as EBAC, working together to advance how knowledge is created, taught, and applied. Constructor Labs is the research arm of Constructor Knowledge, based at Campus Ring 1 in Bremen, Germany. Our work is organized around three units: Knowledge Labs, Cyber Labs and Science Labs. We apply computing, software and robotics research to make scientists, teachers and students more effective, working with institutional partners that include CERN, NUS, Carnegie Mellon and Fraunhofer. About the Role The purpose of this role is to position Constructor Labs , the applied research and innovation centre of Constructor Group, and to generate demand for its services to universities and enterprises: audit and consultancy, talent development, educational product development, platform implementation and integration, and research services. The Marketing Manager is the single point of contact for all marketing discussions and decisions at Constructor Labs, owns the messaging, plan, budget and results, and works hands-on while orchestrating Constructor’s shared team. Key Responsibilities Positioning, Messaging & Market Insight Own the positioning and messaging for each Constructor Labs service line, tailored to university leadership and to enterprise L&D, HR and R&D decision-makers. Turn research and education offerings into clear value propositions and sales materials: presentations, one-pagers, website copy and case studies (e.g. JetBrains, Acronis). Run market analysis of the higher-education, EdTech and research landscape: benchmark competitors and comparable providers, follow rankings, funding and policy trends, and identify new opportunities. Keep messaging consistent across all channels and materials used by business development and leadership. Success Metrics and KPIs: clear messaging per service line, sales materials in active use, market insights that inform priorities. Account-Based Marketing & Demand Generation Build and run account-based marketing programmes for priority university and enterprise accounts together with business development: account selection, research, tailored messaging and multi-channel plays. Plan and execute campaigns that generate qualified leads and build the funnel from initial awareness through lead capture and handover to business development. Work hands-on across channels (performance, website, LinkedIn and other social media, email) and test new ones to reach decision-makers at universities, research institutions and enterprises. Use Salesforce independently as a marketing user: manage campaigns, switch email journeys on and off or adjust them, and build basic reports. Identify and evaluate higher-education, scientific and industry events where Constructor Labs should take part as speaker, partner or sponsor, and coordinate participation with the events and PR teams. Success Metrics and KPIs: pipeline generated, qualified leads and engagement from target accounts, conversion rates, return on events. Planning, Budget & Orchestration Own the marketing plan and budget for Constructor Labs: allocate and control spend and take responsibility for the results. Orchestrate the shared marketing team (performance, web, social, CRM, design, PR and events): set priorities, briefs, timelines and deliverables, and deliver part of the work yourself. Act as the single point of contact for all marketing topics, working closely with researchers, business development and leadership to align marketing with commercial and research priorities. Set goals, targets and KPIs; track performance and report regularly to leadership. Accountability: plan delivered on time and within budget, KPI targets met, quality of collaboration with the shared team. Requirements Solid B2B marketing experience in research, higher education, EdTech or a related environment. Understanding of research and education is key for this role. A background in science or research: you understand how universities and scientists work, how research projects and publications come about and why they matter. Proven experience with account-based marketing, ideally selling services to universities or enterprises with long, multi-stakeholder sales cycles. A track record of personally executing demand generation campaigns and contributing to pipeline growth. Hands-on experience across key channels: performance marketing, websites (CMS, landing pages, basic SEO) and social media, enough to speak the same language as specialists and make basic changes yourself. Hands-on experience with Salesforce as a marketing user (required). Experience with other CRM and marketing automation tools is a plus. Experience owning a marketing plan and budget end to end. Strong writing skills and the ability to translate complex research and education services into clear, persuasive messaging. Strong market research and analytical skills, including competitor benchmarking, KPI setting and reporting. Good understanding of the higher-education, scientific and industry events landscape and how to assess speaking, partnership and sponsorship opportunities. Ownership mindset: you prioritise, take responsibility for deliverables and drive projects from planning through execution. Ability to work effectively in a matrix organisation with a shared team and diverse stakeholders. Fluent English (written and spoken) for an international environment. University degree; a PhD or other postgraduate research experience is a strong plus.

Location: Barcelona, Spain About Constructor Constructor is an international ecosystem spanning education, research, and technology. It includes Constructor University Bremen , Constructor Tech , Constructor Knowledge , and partner entities such as EBAC, working together to advance how knowledge is created, taught, and applied. Constructor Labs is the research arm of Constructor Knowledge, based at Campus Ring 1 in Bremen, Germany. Our work is organized around three units: Knowledge Labs, Cyber Labs and Science Labs. We apply computing, software and robotics research to make scientists, teachers and students more effective, working with institutional partners that include CERN, NUS, Carnegie Mellon and Fraunhofer. About the Role The purpose of this role is to position Constructor Labs , the applied research and innovation centre of Constructor Group, and to generate demand for its services to universities and enterprises: audit and consultancy, talent development, educational product development, platform implementation and integration, and research services. The Marketing Manager is the single point of contact for all marketing discussions and decisions at Constructor Labs, owns the messaging, plan, budget and results, and works hands-on while orchestrating Constructor’s shared team. Key Responsibilities Positioning, Messaging & Market Insight Own the positioning and messaging for each Constructor Labs service line, tailored to university leadership and to enterprise L&D, HR and R&D decision-makers. Turn research and education offerings into clear value propositions and sales materials: presentations, one-pagers, website copy and case studies (e.g. JetBrains, Acronis). Run market analysis of the higher-education, EdTech and research landscape: benchmark competitors and comparable providers, follow rankings, funding and policy trends, and identify new opportunities. Keep messaging consistent across all channels and materials used by business development and leadership. Success Metrics and KPIs: clear messaging per service line, sales materials in active use, market insights that inform priorities. Account-Based Marketing & Demand Generation Build and run account-based marketing programmes for priority university and enterprise accounts together with business development: account selection, research, tailored messaging and multi-channel plays. Plan and execute campaigns that generate qualified leads and build the funnel from initial awareness through lead capture and handover to business development. Work hands-on across channels (performance, website, LinkedIn and other social media, email) and test new ones to reach decision-makers at universities, research institutions and enterprises. Use Salesforce independently as a marketing user: manage campaigns, switch email journeys on and off or adjust them, and build basic reports. Identify and evaluate higher-education, scientific and industry events where Constructor Labs should take part as speaker, partner or sponsor, and coordinate participation with the events and PR teams. Success Metrics and KPIs: pipeline generated, qualified leads and engagement from target accounts, conversion rates, return on events. Planning, Budget & Orchestration Own the marketing plan and budget for Constructor Labs: allocate and control spend and take responsibility for the results. Orchestrate the shared marketing team (performance, web, social, CRM, design, PR and events): set priorities, briefs, timelines and deliverables, and deliver part of the work yourself. Act as the single point of contact for all marketing topics, working closely with researchers, business development and leadership to align marketing with commercial and research priorities. Set goals, targets and KPIs; track performance and report regularly to leadership. Accountability: plan delivered on time and within budget, KPI targets met, quality of collaboration with the shared team. Requirements Solid B2B marketing experience in research, higher education, EdTech or a related environment. Understanding of research and education is key for this role. A background in science or research: you understand how universities and scientists work, how research projects and publications come about and why they matter. Proven experience with account-based marketing, ideally selling services to universities or enterprises with long, multi-stakeholder sales cycles. A track record of personally executing demand generation campaigns and contributing to pipeline growth. Hands-on experience across key channels: performance marketing, websites (CMS, landing pages, basic SEO) and social media, enough to speak the same language as specialists and make basic changes yourself. Hands-on experience with Salesforce as a marketing user (required). Experience with other CRM and marketing automation tools is a plus. Experience owning a marketing plan and budget end to end. Strong writing skills and the ability to translate complex research and education services into clear, persuasive messaging. Strong market research and analytical skills, including competitor benchmarking, KPI setting and reporting. Good understanding of the higher-education, scientific and industry events landscape and how to assess speaking, partnership and sponsorship opportunities. Ownership mindset: you prioritise, take responsibility for deliverables and drive projects from planning through execution. Ability to work effectively in a matrix organisation with a shared team and diverse stakeholders. Fluent English (written and spoken) for an international environment. University degree; a PhD or other postgraduate research experience is a strong plus.

Location: Belgrade, Serbia About Constructor Constructor is an international ecosystem spanning education, research, and technology. It includes Constructor University Bremen , Constructor Tech , Constructor Knowledge , and partner entities such as EBAC, working together to advance how knowledge is created, taught, and applied. Constructor Labs is the research arm of Constructor Knowledge, based at Campus Ring 1 in Bremen, Germany. Our work is organized around three units: Knowledge Labs, Cyber Labs and Science Labs. We apply computing, software and robotics research to make scientists, teachers and students more effective, working with institutional partners that include CERN, NUS, Carnegie Mellon and Fraunhofer. About the Role The purpose of this role is to position Constructor Labs , the applied research and innovation centre of Constructor Group, and to generate demand for its services to universities and enterprises: audit and consultancy, talent development, educational product development, platform implementation and integration, and research services. The Marketing Manager is the single point of contact for all marketing discussions and decisions at Constructor Labs, owns the messaging, plan, budget and results, and works hands-on while orchestrating Constructor’s shared team. Key Responsibilities Positioning, Messaging & Market Insight Own the positioning and messaging for each Constructor Labs service line, tailored to university leadership and to enterprise L&D, HR and R&D decision-makers. Turn research and education offerings into clear value propositions and sales materials: presentations, one-pagers, website copy and case studies (e.g. JetBrains, Acronis). Run market analysis of the higher-education, EdTech and research landscape: benchmark competitors and comparable providers, follow rankings, funding and policy trends, and identify new opportunities. Keep messaging consistent across all channels and materials used by business development and leadership. Success Metrics and KPIs: clear messaging per service line, sales materials in active use, market insights that inform priorities. Account-Based Marketing & Demand Generation Build and run account-based marketing programmes for priority university and enterprise accounts together with business development: account selection, research, tailored messaging and multi-channel plays. Plan and execute campaigns that generate qualified leads and build the funnel from initial awareness through lead capture and handover to business development. Work hands-on across channels (performance, website, LinkedIn and other social media, email) and test new ones to reach decision-makers at universities, research institutions and enterprises. Use Salesforce independently as a marketing user: manage campaigns, switch email journeys on and off or adjust them, and build basic reports. Identify and evaluate higher-education, scientific and industry events where Constructor Labs should take part as speaker, partner or sponsor, and coordinate participation with the events and PR teams. Success Metrics and KPIs: pipeline generated, qualified leads and engagement from target accounts, conversion rates, return on events. Planning, Budget & Orchestration Own the marketing plan and budget for Constructor Labs: allocate and control spend and take responsibility for the results. Orchestrate the shared marketing team (performance, web, social, CRM, design, PR and events): set priorities, briefs, timelines and deliverables, and deliver part of the work yourself. Act as the single point of contact for all marketing topics, working closely with researchers, business development and leadership to align marketing with commercial and research priorities. Set goals, targets and KPIs; track performance and report regularly to leadership. Accountability: plan delivered on time and within budget, KPI targets met, quality of collaboration with the shared team. Requirements Solid B2B marketing experience in research, higher education, EdTech or a related environment. Understanding of research and education is key for this role. A background in science or research: you understand how universities and scientists work, how research projects and publications come about and why they matter. Proven experience with account-based marketing, ideally selling services to universities or enterprises with long, multi-stakeholder sales cycles. A track record of personally executing demand generation campaigns and contributing to pipeline growth. Hands-on experience across key channels: performance marketing, websites (CMS, landing pages, basic SEO) and social media, enough to speak the same language as specialists and make basic changes yourself. Hands-on experience with Salesforce as a marketing user (required). Experience with other CRM and marketing automation tools is a plus. Experience owning a marketing plan and budget end to end. Strong writing skills and the ability to translate complex research and education services into clear, persuasive messaging. Strong market research and analytical skills, including competitor benchmarking, KPI setting and reporting. Good understanding of the higher-education, scientific and industry events landscape and how to assess speaking, partnership and sponsorship opportunities. Ownership mindset: you prioritise, take responsibility for deliverables and drive projects from planning through execution. Ability to work effectively in a matrix organisation with a shared team and diverse stakeholders. Fluent English (written and spoken) for an international environment. University degree; a PhD or other postgraduate research experience is a strong plus.

Location: Sofia, Bulgaria About Constructor Constructor is an international ecosystem spanning education, research, and technology. It includes Constructor University Bremen , Constructor Tech , Constructor Knowledge , and partner entities such as EBAC, working together to advance how knowledge is created, taught, and applied. Constructor Labs is the research arm of Constructor Knowledge, based at Campus Ring 1 in Bremen, Germany. Our work is organized around three units: Knowledge Labs, Cyber Labs and Science Labs. We apply computing, software and robotics research to make scientists, teachers and students more effective, working with institutional partners that include CERN, NUS, Carnegie Mellon and Fraunhofer. About the Role The purpose of this role is to position Constructor Labs , the applied research and innovation centre of Constructor Group, and to generate demand for its services to universities and enterprises: audit and consultancy, talent development, educational product development, platform implementation and integration, and research services. The Marketing Manager is the single point of contact for all marketing discussions and decisions at Constructor Labs, owns the messaging, plan, budget and results, and works hands-on while orchestrating Constructor’s shared team. Key Responsibilities Positioning, Messaging & Market Insight Own the positioning and messaging for each Constructor Labs service line, tailored to university leadership and to enterprise L&D, HR and R&D decision-makers. Turn research and education offerings into clear value propositions and sales materials: presentations, one-pagers, website copy and case studies (e.g. JetBrains, Acronis). Run market analysis of the higher-education, EdTech and research landscape: benchmark competitors and comparable providers, follow rankings, funding and policy trends, and identify new opportunities. Keep messaging consistent across all channels and materials used by business development and leadership. Success Metrics and KPIs: clear messaging per service line, sales materials in active use, market insights that inform priorities. Account-Based Marketing & Demand Generation Build and run account-based marketing programmes for priority university and enterprise accounts together with business development: account selection, research, tailored messaging and multi-channel plays. Plan and execute campaigns that generate qualified leads and build the funnel from initial awareness through lead capture and handover to business development. Work hands-on across channels (performance, website, LinkedIn and other social media, email) and test new ones to reach decision-makers at universities, research institutions and enterprises. Use Salesforce independently as a marketing user: manage campaigns, switch email journeys on and off or adjust them, and build basic reports. Identify and evaluate higher-education, scientific and industry events where Constructor Labs should take part as speaker, partner or sponsor, and coordinate participation with the events and PR teams. Success Metrics and KPIs: pipeline generated, qualified leads and engagement from target accounts, conversion rates, return on events. Planning, Budget & Orchestration Own the marketing plan and budget for Constructor Labs: allocate and control spend and take responsibility for the results. Orchestrate the shared marketing team (performance, web, social, CRM, design, PR and events): set priorities, briefs, timelines and deliverables, and deliver part of the work yourself. Act as the single point of contact for all marketing topics, working closely with researchers, business development and leadership to align marketing with commercial and research priorities. Set goals, targets and KPIs; track performance and report regularly to leadership. Accountability: plan delivered on time and within budget, KPI targets met, quality of collaboration with the shared team. Requirements Solid B2B marketing experience in research, higher education, EdTech or a related environment. Understanding of research and education is key for this role. A background in science or research: you understand how universities and scientists work, how research projects and publications come about and why they matter. Proven experience with account-based marketing, ideally selling services to universities or enterprises with long, multi-stakeholder sales cycles. A track record of personally executing demand generation campaigns and contributing to pipeline growth. Hands-on experience across key channels: performance marketing, websites (CMS, landing pages, basic SEO) and social media, enough to speak the same language as specialists and make basic changes yourself. Hands-on experience with Salesforce as a marketing user (required). Experience with other CRM and marketing automation tools is a plus. Experience owning a marketing plan and budget end to end. Strong writing skills and the ability to translate complex research and education services into clear, persuasive messaging. Strong market research and analytical skills, including competitor benchmarking, KPI setting and reporting. Good understanding of the higher-education, scientific and industry events landscape and how to assess speaking, partnership and sponsorship opportunities. Ownership mindset: you prioritise, take responsibility for deliverables and drive projects from planning through execution. Ability to work effectively in a matrix organisation with a shared team and diverse stakeholders. Fluent English (written and spoken) for an international environment. University degree; a PhD or other postgraduate research experience is a strong plus.

Location: Germany About Constructor Constructor is an international ecosystem spanning education, research, and technology. It includes Constructor University Bremen , Constructor Tech , Constructor Knowledge , and partner entities such as EBAC, working together to advance how knowledge is created, taught, and applied. Constructor Labs is the research arm of Constructor Knowledge, based at Campus Ring 1 in Bremen, Germany. Our work is organized around three units: Knowledge Labs, Cyber Labs and Science Labs. We apply computing, software and robotics research to make scientists, teachers and students more effective, working with institutional partners that include CERN, NUS, Carnegie Mellon and Fraunhofer. About the Role The purpose of this role is to position Constructor Labs , the applied research and innovation centre of Constructor Group, and to generate demand for its services to universities and enterprises: audit and consultancy, talent development, educational product development, platform implementation and integration, and research services. The Marketing Manager is the single point of contact for all marketing discussions and decisions at Constructor Labs, owns the messaging, plan, budget and results, and works hands-on while orchestrating Constructor’s shared team. Key Responsibilities Positioning, Messaging & Market Insight Own the positioning and messaging for each Constructor Labs service line, tailored to university leadership and to enterprise L&D, HR and R&D decision-makers. Turn research and education offerings into clear value propositions and sales materials: presentations, one-pagers, website copy and case studies (e.g. JetBrains, Acronis). Run market analysis of the higher-education, EdTech and research landscape: benchmark competitors and comparable providers, follow rankings, funding and policy trends, and identify new opportunities. Keep messaging consistent across all channels and materials used by business development and leadership. Success Metrics and KPIs: clear messaging per service line, sales materials in active use, market insights that inform priorities. Account-Based Marketing & Demand Generation Build and run account-based marketing programmes for priority university and enterprise accounts together with business development: account selection, research, tailored messaging and multi-channel plays. Plan and execute campaigns that generate qualified leads and build the funnel from initial awareness through lead capture and handover to business development. Work hands-on across channels (performance, website, LinkedIn and other social media, email) and test new ones to reach decision-makers at universities, research institutions and enterprises. Use Salesforce independently as a marketing user: manage campaigns, switch email journeys on and off or adjust them, and build basic reports. Identify and evaluate higher-education, scientific and industry events where Constructor Labs should take part as speaker, partner or sponsor, and coordinate participation with the events and PR teams. Success Metrics and KPIs: pipeline generated, qualified leads and engagement from target accounts, conversion rates, return on events. Planning, Budget & Orchestration Own the marketing plan and budget for Constructor Labs: allocate and control spend and take responsibility for the results. Orchestrate the shared marketing team (performance, web, social, CRM, design, PR and events): set priorities, briefs, timelines and deliverables, and deliver part of the work yourself. Act as the single point of contact for all marketing topics, working closely with researchers, business development and leadership to align marketing with commercial and research priorities. Set goals, targets and KPIs; track performance and report regularly to leadership. Accountability: plan delivered on time and within budget, KPI targets met, quality of collaboration with the shared team. Requirements Solid B2B marketing experience in research, higher education, EdTech or a related environment. Understanding of research and education is key for this role. A background in science or research: you understand how universities and scientists work, how research projects and publications come about and why they matter. Proven experience with account-based marketing, ideally selling services to universities or enterprises with long, multi-stakeholder sales cycles. A track record of personally executing demand generation campaigns and contributing to pipeline growth. Hands-on experience across key channels: performance marketing, websites (CMS, landing pages, basic SEO) and social media, enough to speak the same language as specialists and make basic changes yourself. Hands-on experience with Salesforce as a marketing user (required). Experience with other CRM and marketing automation tools is a plus. Experience owning a marketing plan and budget end to end. Strong writing skills and the ability to translate complex research and education services into clear, persuasive messaging. Strong market research and analytical skills, including competitor benchmarking, KPI setting and reporting. Good understanding of the higher-education, scientific and industry events landscape and how to assess speaking, partnership and sponsorship opportunities. Ownership mindset: you prioritise, take responsibility for deliverables and drive projects from planning through execution. Ability to work effectively in a matrix organisation with a shared team and diverse stakeholders. Fluent English (written and spoken) for an international environment. University degree; a PhD or other postgraduate research experience is a strong plus.

Location: Paris; Warsaw; 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. As a Research Engineer on the Orchestral team, you will help build the agentic platform we use to train and evaluate our models. Orchestral is the system our researchers rely on to run training and evaluation at scale — from the rollout engine that powers agentic workflows to the infrastructure that keeps their workloads running reliably. What you build becomes the foundation the whole science team works on. Your work will span the platform's core: the library, tooling, abstractions and rollout engine — including new capabilities like long-running tasks, subagents and RL features — and the machinery that runs data and jobs at scale, with a focus on resiliency, routing and request handling. You will own significant pieces end to end, from design to production. This is a software engineering role rather than an ML or infrastructure-operations one: RL or PyTorch experience is not required, and you will spend your time building the platform, not operating it. You will be building a distributed RL system, with the scientists as your users. WHAT YOU WILL DO - Design and build the core of the Orchestral platform: the library, abstractions and tooling researchers use to train and evaluate models. - Build and evolve the rollout engine, shipping new capabilities such as long-running tasks and subagents. - Run Orchestral as a production system: keep training and evaluation workloads reliable at scale. - Improve how data and jobs flow through the platform as usage grows — scheduling, routing and request handling. - Treat researchers as your users: understand their workflows and turn recurring needs into robust, shared tooling. - Raise the bar on engineering quality across the platform: testing, code review, CI/CD, observability and documentation. - Contribute to open-source rollout-engine and agent-infrastructure projects where it benefits the platform. WHAT WE'RE LOOKING FOR - Experience directly building and debugging complex distributed systems at scale, with an emphasis on reliability and scalability. - Strong Python skills and solid software-design instincts: testing, code review, CI/CD. - A builder mindset: you have constructed systems from the ground up, not just operated polished ones. - A track record in small teams running complex systems at scale — for example in finance, crypto or ad tech. - Self-starter, low-ego and collaborative, with a product mindset toward your users. - Curiosity about ML and RL — this experience is not required, but a desire to learn is. NICE-TO-HAVES - Hands-on experience with Ray or similar distributed-computing frameworks. - Open-source contributions, especially to rollout-engine or agent-infrastructure projects such as SLIME, verl or PrimeRL. - Experience building or working with agentic workflows and environments. 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: London Workplace: Hybrid ABOUT NIANTIC SPATIAL We are building for the >80% of economic activity that happens beyond the reach of screens. AI has learned from the text, images and video online, but it still lacks an accurate understanding of physical space. That’s one of the biggest unsolved problems in AI, and it’s the one we’re solving at Niantic Spatial. We build spatial AI models and services so people and machines can reason, learn and act safely in the physical world. We turn camera imagery, video, sensor data and archives into accurate, AI-readable representations of real places that robots can train in and machines can use to know exactly where they are. In physical AI, mistakes have real consequences. That’s why we build AI grounded in measured reality, not guesswork, so the people and machines relying on it can trust it to get things right. Our team built some of the world’s most widely used maps. Now we’re building something bigger: a living, measured record of the real world that machines can query, learn from and use to understand how places change over time. If you want to help AI understand the world we actually live in, come build with us. ABOUT THE ROLE We are looking for 3D Reconstruction Research Scientist to join our Research Team in London. Our team researches and builds the 3D reconstruction technology behind Niantic Spatial's platform. These pipelines turn casually captured or domain specific imagery into high-fidelity explorable 3D reconstructions. This entails anything from Structure-from-Motion through to 3D Gaussian Splatting, feed-forward models, and generative models. Our team shipped 360 splatting to consumers and enterprise customers, developed the splatting tech that runs on phones, shipped multiple POCs to enterprise customers, and have innovated on countless AR technologies. Our team has published at top venues (CVPR, ICCV, ECCV, SIGGRAPH); more often than not, our papers end up in production. We're hiring a researcher to work at both ends of that pipeline. You will implement and iterate on the state-of-the-art for both academic publishing and production, regularly working on prototypes with a short turnaround into customer-facing production. You will work alongside world-class researchers in computer vision, machine learning, graphics, and robotics to develop new approaches for large-scale spatial understanding, localization, reconstruction, scene understanding, and geospatial foundation models. WHAT YOU’LL DO - Conduct original research in computer vision, machine learning, and spatial AI. - Design, implement, and evaluate novel algorithms for: - 3D reconstruction - Neural scene representations - 3D Gaussian Splatting - Geometric deep learning - Structure-from-Motion (SfM) - Meshing - Feed-forward models - Generative models - Spatial foundation models - Collaborate with research scientists and engineers to transition promising ideas into future products. - Develop large-scale experiments and benchmarking frameworks. - Work directly with the realities of production with real capture conditions, real hardware constraints, and real customers. - Publish research findings at leading conferences such as CVPR, ICCV, ECCV, or SIGGRAPH. WHAT YOU’LL BRING - PhD in Computer Vision, Robotics, Machine Learning, Computer Science, Mathematics, Physics, or a closely related field. Exceptionally strong candidates with equivalent experience in industry would be considered. - A strong research track record in 3D computer vision: reconstruction, depth estimation, novel view synthesis, SfM, SLAM, or closely related areas. - Strong publication record at top-tier conferences such as CVPR, ICCV, ECCV, SIGGRAPH, NeurIPS, etc. - Strong programming skills in Python and experience in PyTorch. - Evidence that you can carry an idea from research into something real; that may be a shipped feature, a production pipeline, a widely used open-source release, or similar. - Ability to independently drive research projects from idea generation through experimentation and publication. NICE TO HAVE - Experience with classical reconstruction tooling (COLMAP or similar). - C++ or CUDA experience, and a feel for performance and on-device constraints. - Experience with traditional 3D techniques — meshing, texturing, or bringing modern geometry or generative representations into native 3D. COMPENSATION & BENEFITS Base salary: Competitive market rate. Compensation also includes an annual bonus, equity, and a comprehensive benefits package. LOCATION & WORK MODEL This role is based in our London office, with three days per week in office. INCLUSIVE APPLICATION We know the strongest candidates don’t always tick every box. If you’re excited about this role and believe you could do it well, we encourage you to apply even if your experience doesn’t match every qualification listed — you may be exactly who we’re looking for. EQUAL OPPORTUNITY Niantic Spatial is an equal opportunity employer. Individuals seeking employment at Niantic Spatial are considered without regard to race, color, ancestry, national origin, religion, creed, age, gender (including pregnancy, childbirth, breastfeeding or related medical conditions), marital status, physical or mental disability, medical condition, genetic information, military or veteran status, gender identity, gender expression, sexual orientation, or any other protected category under applicable laws. Niantic Spatial will also consider qualified applicants with criminal histories in accordance with applicable laws. Please contact your recruiter if you want to request an accommodation for the job application or interview process. CANDIDATE PRIVACY I understand that by submitting my job application, the information I provide as part of that application will be used in accordance with Niantic Spatial’s Privacy Notice for Job Applicants and Candidates https://www.nianticspatial.com/applicant-privacy-notice.

TRM Labs is looking for a Senior Data Researcher to investigate financial crime and publish evidence-based research.

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. ABOUT THE ROLE As a Research Engineer, GPU performance, you will sit at the heart of that spectrum: your low-level work directly determines how fast our frontier models can be trained and served. Working hand-in-hand with Research Scientists, you'll make every GPU count. Mistral AI is hiring an expert in pushing large language model's GPU utilization and performance to their limits.. In this role, you will own the performance of our models end-to-end: writing the low-level code that extracts the maximum capacity from high-end hardware, and rethinking model architectures so they run efficiently at scale. WHAT YOU WILL DO - Develop low-level code that takes full advantage of high-end GPUs and maxes out their capacity — from custom kernels to memory-layout and communication optimisations. - Rethink parts of the generative model architecture to make them more suitable for efficient inference, in collaboration with Research Scientists. - Integrate low-level efficient code into a high-level MLOps framework, so that optimisations benefit every training run and deployment rather than a single experiment. - Profile, benchmark and squeeze performance out of large-scale training and inference on thousands of GPUs. - Model LLM execution on various GPUs with high fidelity to assess hardware usage and build serving performance estimates. WHAT WE'RE LOOKING FOR - High technical competence for writing custom low-level kernels and pushing GPUs to their limits. - High expertise in the distributed computation infrastructure of current-generation GPU clusters. - Overall understanding of the field of generative AI; knowledge of, or interest in, fine-tuning and using language models for applications. - Strong software-design instincts: testing, code review, CI/CD. - Self-starter, low-ego, collaborative. 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.

Synthesia is looking for a Research Scientist Interactive Avatars to develop and evaluate multimodal diffusion models for natural real-time avatar interactions.

Thinking Machines is looking for an Infrastructure Research Engineer to build and optimize scalable reinforcement-learning training systems, pipelines, observability, and evaluation infrastructure.

Location: Kyiv, Ukraine Join our global team as a (Senior) Clinical Research Associate (CRA) in Ukraine. Clinical Research Associate (CRA) is responsible for coordinating and overseeing the execution of studies and clinical trials at investigational sites. Role is combined with office and home-based in Kyiv, Ukraine. CV needs to be submitted in English language Responsibilities: Study site monitoring and management (site selection, initiation, monitoring and close-out visits) Perform feasibilities and support start-up phase Create and maintain required study documentation (site management, monitoring, etc.) Ensure that clinical trials are conducted according to requirements (protocol, ICH-GCP, etc.) Administer protocol and related study training to assigned sites Perform regulatory document review and submission to regulatory authorities Prepare clinical trial documents and store, archive correspondence Negotiate study budgets with potential investigators/sites, assist in agreements Provide monitoring visits and site management Requirements University degree in Life Science field Fluent English and local language Independent monitoring experience as a CRA In depth therapeutic and protocol knowledge Deep knowledge in clinical research regulatory requirements (GCP and ICH) Excellent skills in MS Office, EDC and other clinical trial related systems and platforms Attention to detail and time-management skills Benefits Professional growth and career opportunities International team and environment Bonus based on annual performance Personal accident and business trip insurance Additional health insurance Hybrid mode of work Complimentary health and wellness benefits. Rewarding referral policy Workplace establishment allowance (fully remote) Team building,AND global meetings.

As our Market Research Data Analyst, you’ll own quantitative survey studies from initial research and questionnaire design through fieldwork, analysis, and publication. Your responsibilities will include:

Location: Москва Мы создаем сервисы кредитования в Сбербанке, позволяющие клиентам быстро и удобно получать кредиты онлайн. Клиент может подать заявку на получение кредита через мобильное приложение или WEB, получить одобрение всего за две минуты и мгновенно перевести средства на свою банковскую карту или счет, без необходимости посещать отделение банка лично. Наш проект постоянно развивается. Мы планируем улучшать клиентский опыт и развивать наши сервисы внедряя механики динамического ценообразования. Работа в нашей команде позволит вам принять участие во всех этапах разработки высоконагруженных распределённых систем, начиная от проектирования и заканчивая внедрением в промышленную эксплуатацию. Вы сможете активно влиять на создание новых продуктов и улучшение существующих бизнес-процессов, применяя современные технологии и подходы. Возможность углублять знания и улучшать навыки в области современного программирования и управления проектами. Комфортные условия труда - современное оборудование и стабильность занятости в одной из крупнейших финансовых организаций страны. Присоединяйтесь к нашей команде и станьте частью инновационного процесса, создающего удобные решения для миллионов пользователей по всей России! Первый этап отбора на эту вакансию — общение с AI-рекрутером. После отклика ждите сообщение от него, диалог займёт примерно 10 минут. Задача AI-рекрутера — уточнить недостающие детали и ускорить рассмотрение вашей кандидатуры. AI-рекрутер только начинает свой путь, поэтому просим относиться с пониманием. Ваш опыт и участие помогут сделать его удобным и полезным для всех! Обязанности * исследование и разработка новых методов и алгоритмов машинного обучения * эксперименты в области глубинного обучения, обучения с подкреплением, байесовских методов, VAE и других прикладных направлений * исследование и применение современных NLP-методов: трансформеры, LLM API, LangChain * анализ данных для проверки исследовательских гипотез * проектирование и проведение экспериментов, оценка результатов * подготовка прототипов для тестирования новых подходов * анализ применимости новых методов к задачам компании * подготовка предложений по архитектуре моделей и выбору методов * подготовка отчётов и презентация результатов исследований. Требования * опыт работы на позиции Data Scientist / исследователя — от 2 лет, в том числе в исследовательских задачах * Python — уверенное владение, включая фреймворки для ML и DL: PyTorch, scikit-learn, pandas, numpy * SQL — составление запросов; опыт работы с PostgreSQL * глубокое знание классических и современных методов ML * понимание глубинного обучения, обучения с подкреплением, байесовских подходов, VAE * опыт проведения исследований: формулирование гипотез, дизайн экспериментов, статистическая оценка * математическое моделирование, статистика, системный анализ * опыт экспериментальной работы с NLP-моделями и трансформерами. Будет плюсом: * опыт работы с Hugging Face Transformers, LangChain, LLM API * опыт контейнеризации и запуска экспериментов в Docker * опыт работы с большими данными (PySpark, Hive, HDFS) * опыт работы в банковской / финансовой сфере * навыки работы с генеративными AI-моделями * опыт создания AI-агентов и использования их в работе * опыт использования GigaChat, Kandinsky и аналогов в продуктах * навыки создания и использования AI-агентов * инструментальное владение AI для анализа, генерации и автоматизации. Условия * гибридный формат работы (4 дня офис) на Кутузовском, 32к1 * ежегодный пересмотр зарплаты, квартальная и годовая премия * более 400 образовательных программ СберУниверситета для профессионального и карьерного развития * программа адаптации и помощь руководителя на старте * расширенный ДМС, льготное страхование для семьи и корпоративная пенсионная программа * гибкий дисконт по ипотечному кредиту, равный 1/3 ключевой ставки ЦБ * подписка Прайм с возможностью совместного использования на трёх близких * вознаграждение за рекомендацию друзей в команду Сбера.

Location: Belarus Bring your monitoring expertise to the forefront of innovation. We are looking for a Contractor Clinical Research Associate (CRA) to join our A-team (hybrid). As a CRA at Allucent, you will independently control and monitor investigational sites, pro-actively detect issues, provide solutions to ensure clinical studies are performed according to the trial protocol and in compliance with SOPs, applicable regulations, and the principles of Good Clinical Practice. At Allucent™, we are dedicated to helping small-medium biopharmaceutical companies efficiently navigate the complex world of clinical trials to bring life-changing therapies to patients in need across the globe. At Allucent we are big enough to deliver and small enough to care. We know all our colleagues by name and work together as a team to make everyone SHINE. The role As a Contractor CRA , you will take the lead on monitoring activities, owning your sites and relationships with investigators. You’ll be the bridge between sponsor and site, ensuring trial integrity while being supported by a collaborative, experienced team. This includes work related to regulatory affairs, site activation processes—including contracting and start-up activities—to ensure smooth and compliant study execution. You will travel throughout Israel. Main responsibilities: Independently manage all aspects of monitoring for assigned clinical trials across study phases, including site initiation, routine monitoring, and close-out visits. Ensure compliance with protocols, GCP, ICH, SOPs, and applicable regulatory requirements. Build strong site relationships , acting as a primary point of contact and ensuring high-quality data collection. Identify and resolve site issues , escalating as needed to maintain trial integrity and patient safety. Activities around regulatory affairs, site activation and study-startup. Requirements You’re an experienced CRA ready to take the next step with a company that truly values your expertise and independence. You thrive in an agile, collaborative environment and want to be part of a team making a real impact. Experience leading monitoring activities in complex trials, ideally in oncology or rare disease with a minimum of at least 5 years’ experience. Strong understanding of ICH-GCP and regulatory guidelines . Clear and confident communicator in English and local language. Comfortable working independently and managing priorities. Willingness to travel, as required. About Allucent At Allucent, our mission is to shine a light on new therapies that improve lives. When you join our team, you’ll use your unique skills, expertise, and knowledge to forge meaningful partnerships with clients while helping them turn groundbreaking ideas into life-changing treatments. If you’re passionate about advancing pharmaceuticals and biologics, fueled by an entrepreneurial spirit, and eager to collaborate with top minds across science, business, and operations, we’d love to connect. Together we can accelerate innovation and grow side by side, making a last impact on patients worldwide. Together we SHINE . Find more information about our values. Disclaimers: *Our in-office work policy encourages a dynamic work environment, prescribing 2 days in office per week for employees within reasonable distance from one of our global offices . “The Allucent Talent Acquisition team manages the recruitment and employment process for Allucent (US) LLC and its affiliates (collectively “Allucent”). Allucent does not accept unsolicited resumes from third-party recruiters or uninvited requests for collaboration on any of our open roles. Unsolicited resumes sent to Allucent employees will not obligate Allucent to the future employment of those individuals or potential remuneration to any third-party recruitment agency. Candidates should never be submitted directly to our hiring managers, employees, or human resources.”

Location: Remote; Seattle, WA; New York, NY; San Francisco, CA Workplace: Remote We are building AI to simulate the world through merging art and science. We believe that world models are at the frontier of progress in artificial intelligence. Language models alone won’t solve the world’s hardest problems – robotics, disease, scientific discovery. Real progress requires models that experience the world and learn from their mistakes, the same way that humans do. And this kind of trial and error can be massively accelerated when done in simulation, rather than in the real world. World models offer the most clear path to general-purpose simulation, changing how stories are told, how scientific progress is made and how the next frontiers of humanity are reached. Our team consists of creative, open minded, caring and ambitious people who are determined to change the world. We aspire to continuously build impossible things and our ability to do so relies on building an incredible team. If you are driven to do the same, we'd love to hear from you. *Titles posted to our careers page are updated regularly to best advertise the role and expected seniority, but internally we have a flat titling system with two types of titles: one for individual contributors and one for people managers. ABOUT THE ROLE *Open to hiring remote across the US — we also have offices in New York, San Francisco, and Seattle. We are looking for a Prototype Researcher to join Runway Labs — our research and exploration team pushing the frontier of AI video and General World Models. You’ll imagine, design, and build experimental experiences that make emerging AI capabilities tangible and communicate a compelling vision for where the technology is heading. This role combines creative thinking, hands-on prototyping, and storytelling. You should be able to develop an original idea, build a working prototype, and shape it into a clear, memorable demonstration. Your work will help people understand new AI systems through experiences they can see, use, and engage with. Working closely with researchers, engineers, and designers, you’ll explore new interfaces and interaction paradigms for AI-generated video, world models, and agentic systems. The focus is on research explorations that express our vision, reveal new possibilities, and strengthen Runway’s position as a full-stack research organization. We’re looking for a motivated self-starter with strong creative judgment, technical fluency, and a portfolio that shows both what you can build and how well you can communicate an idea. WHAT YOU’LL DO - Develop original concepts that explore the possibilities of emerging AI systems, from interactive video and world models to agentic experiences. - Design and build working prototypes that turn research capabilities into engaging, understandable experiences. - Shape each project’s story: what it explores, why it matters, and what it suggests about the future. - Package explorations into polished demos, films, and interactive experiences that communicate our research and vision. - Collaborate with researchers and engineers to understand new capabilities and identify compelling ways to demonstrate them. - Move quickly through experimentation, using prototypes to test ideas and refine both the experience and its narrative. WHAT YOU’LL NEED - A portfolio of original projects that demonstrates creative thinking, design craft, technical execution, and strong storytelling. - The ability to take an idea from an early concept to a working prototype and a compelling presentation. - Hands-on experience building interactive experiences with code, with the judgment to choose the right tools for each experiment. - Strong visual and interaction design skills, with an eye for detail and an instinct for making complex ideas accessible. - Genuine curiosity about AI video, world models, agentic systems, and emerging generative media. - Comfort working in ambiguous research environments, defining your own direction, and learning new tools as the work evolves. - The ability to explain the purpose and potential of your work clearly, through writing, visuals, demos, or film. Runway strives to recruit and retain exceptional talent from diverse backgrounds while ensuring pay equity for our team. Our salary ranges are based on competitive market rates for our size, stage and industry, and salary is just one part of the overall compensation package we provide. There are many factors that go into salary determinations, including relevant experience, skill level and qualifications assessed during the interview process, and maintaining internal equity with peers on the team. The range shared below is a general expectation for the function as posted, but we are also open to considering candidates who may be more or less experienced than outlined in the job description. In this case, we will communicate any updates in the expected salary range. Lastly, the provided range is the expected salary for candidates in the U.S. Outside of those regions, there may be a change in the range, which again, will be communicated to candidates. WORKING AT RUNWAY Great things come from great teams. https://www.youtube.com/watch?v=kwmj4ato2kw&ab_channel=Runway We’d love to hear from you. We’re committed to creating a space where our employees can bring their full selves to work and have equal opportunity to succeed. So regardless of race, gender identity or expression, sexual orientation, religion, origin, ability, age, veteran status, if joining this mission speaks to you, we encourage you to apply. More about Runway - Universal World Simulator https://runwayml.com/world-simulator.html - GWM-1 https://runwayml.com/research/introducing-runway-gwm-1 - Gen-4.5 https://runwayml.com/research/introducing-runway-gen-4.5 - General World Models https://runwayml.com/research/introducing-general-world-models - Robotics SDK https://runwayml.com/research/introducing-runway-gwm-1#robotics-section - Conversational Real-time Agents https://runwayml.com/research/introducing-runway-gwm-1#avatars-section - Runway Studios https://runwayml.com/studios We're excited to be recognized as a best place to work: Crain's https://www.crainsnewyork.com/awards/best-places-work-2023 | InHerSight https://www.inhersight.com/companies/best/city/new-york-city-ny | BuiltIn NYC https://builtin.com/awards/new-york-city/2024/best-places-to-work | INC https://www.inc.com/best-workplaces/2024