Fundamental jobs

Legal San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role This is Fundamental's first legal hire: a high-ownership role for a commercially oriented attorney who wants to operate in the engine room of a fast-moving AI company, not manage a team of associates. You'll be the day-to-day legal resource for the business: reviewing and negotiating a high volume of commercial contracts, owning the NDA process end-to-end, advising internal stakeholders. You'll work closely with the Head of Operations and founders, and partner directly with our outside counsel on more complex matters. We're not looking for someone who needs to be managed; we're looking for someone who can handle routine legal work with judgment and speed, flag risk clearly, analyze risk with business-driven pragmatism, and knows when to escalate. Key responsibilities - Own the full contract lifecycle for commercial agreements (MSAs,

ML Researcher Barcelona, Spain About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities As part of the Research team, you will contribute to ideation, designing, implementing, and evaluating breakthrough Machine Learning models that will be deployed in the real world. Your work will be focused on the entire lifecycle of the models. Alongside the rest of the ML researchers in the team, you will be responsible for our models' performance in every meaning of this word - whether this means achieving high evaluation scores through novel architectures and training methods, establishing the evaluation protocols themselves, or implementing methods that allow for efficient training and inference. The greatest research is done through solid engineering, so alongside the research you will also take part in ensuring that our research code allows swift, rapid development and testing of new ideas - both your own and the rest

ABM Manager San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role We're looking for a ABM Manager to help orchestrate how Fundamental reaches high-priority prospects, nurtures high-value clients and engages audiences across conferences, executive events, private dinners, targeted campaigns, and broader go-to-market initiatives. This is not a traditional demand generation role focused purely on campaign execution. We're looking for someone highly strategic and commercially minded who can connect the dots across events, content, leadership activity, sales priorities, industry moments, and account targeting to create highly coordinated ABM programs that drive awareness, relationships, and pipeline. You'll work cross-functionally across marketing, events, sales, leadership, and design to ensure Fundamental consistently shows up in front of the right people, at the right time, with the right narrative. What You'll Do - Build and orchestrate strategic account-based marketing programs aligned to major conferences,

Enterprise Account Manager San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role We are looking for an experienced Enterprise Account Manager to own and expand relationships with Fortune 100 customers. This role is focused on complex, multi-stakeholder enterprise deals, long sales cycles, and high-value strategic partnerships. You will act as the quarterback for key accounts, partnering closely with the C-suite, product, and engineering teams to drive adoption, expansion, and long-term value. This is a high-impact role with direct visibility into executive leadership and customers. Key responsibilities - Own a portfolio of strategic enterprise accounts, primarily Fortune 100 companies - Serve as the primary point of contact for senior stakeholders (VP, SVP, C-suite) - Build long-term trusted relationships focused on business outcomes - Manage long, complex sales cycles with procurement, legal, security, and IT - Navigate enterprise buying processes and

Research Intern - Fundamentals of AI: Security, Agents, Systems & Control Redmond, WA, US

Senior Technical Program Manager San Francisco, United States, Israel (remote) About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the Role As a Senior Technical Program Manager, you will own the "how" and "when" of everything the product and engineering organization ships. You'll partner directly with our Senior Product Manager (the "what" and "why"), the heads of Engineering, Applied AI, and Research, and the FDE team in the field. You will be the connective tissue between three highly capable teams that today coordinate through goodwill and Slack, and need a system. This is a hands-on role. You will not be managing a team of TPMs. You will be in the weeds: standardizing tools, ordering bugs, running the SDLC, and giving leadership an honest read on what is and isn't getting done. Key responsibilities - Toolset standardization. You will consolidate tools to as few systems of

Technical Partnerships Manager San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role We are looking for an experienced Technical Partnerships Manager to own, develop, and scale strategic technology partnerships that expand the reach and impact of NEXUS. This role sits at the intersection of business development and technical strategy - you will be responsible for building deep, mutually beneficial relationships with cloud providers (AWS), data platforms, infrastructure software companies, and marketplace partners. You will act as the connective tissue between our partners' technical and business teams and Fundamental's product, engineering, and go-to-market organizations - ensuring seamless integrations, joint solutions, and co-sell motions that drive adoption and revenue for both sides. This is a high-visibility role with direct impact on Fundamental's growth trajectory and how enterprises discover, deploy, and scale NEXUS across their data infrastructure. Key responsibilities - Own and

Full-Stack Engineer Europe, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities As a Full-Stack Engineer at Fundamental, you will be responsible for developing both the front-end and back-end systems that allow users to seamlessly interact with our models. You will work on everything from the user interface to building scalable systems that power data upload and integration pipelines. Your responsibilities will include: - Building robust backend services and APIs for model inference, including efficient batching systems and optimization for large datasets - Implementing state management and session persistence mechanisms to maintain model context and deliver consistent user experiences - Designing and developing responsive, user-friendly frontends for model interaction, monitoring, and configuration using modern frameworks (React, Vue, or Angular) - Designing event-driven architectures with pub/sub messaging patterns to enable asynchronous processing and system scalability - Developing database connectivity layers and integration points

DevOps Engineer Europe, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities - Design and implement cloud infrastructure from the ground up - Build and maintain Kubernetes clusters optimized for GPU workloads and ML applications, as well as Production SaaS hosting - Implement GitOps practices using ArgoCD for continuous deployment - Develop infrastructure as code using Terraform - Create and maintain CI/CD pipelines for infrastructure and application deployment - Implement monitoring and observability solutions for distributed systems - Automate infrastructure management with Python and Bash - Collaborate with ML engineers to optimize infrastructure for model training and serving - Implement and maintain cost optimization strategies (FinOps) for cloud resources - Monitor and optimize cloud spending, especially for GPU-intensive workloads Must have - 5+ years of experience in cloud infrastructure and DevOps - 3+ years of experience with Python - Strong experience with

Solutions Architect Japan About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role The Solutions Architect role sits at the intersection of our customers, engineering, enterprise deployment, and product, working directly with some of the world's most data-rich organizations to bring predictive applications into production using our tabular foundation model. In this role, you will guide customers from early discovery and evaluation through deployment and scale. You'll work with senior business and technical leaders to identify high-value use cases, design robust architectures, and ensure deployments deliver measurable business impact. This is a hands-on role combining solution design, data science & machine learning, and production engineering, ideal for someone who enjoys owning a customer's technical success end-to-end and building real systems that perform in complex enterprise environments. Key responsibilities - Lead technical discovery to pinpoint high-feasibility, high-impact use cases where NEXUS demonstrates clear ROI -

Model Serving Engineer Europe, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role Our Serving team is responsible for turning NEXUS, our Large Tabular Model, into a reliable and scalable production system. We own the infrastructure and execution stack that serves the model across multiple deployment environments, each with different requirements around scale, isolation, performance, and trust. The team sits at the intersection of research and production engineering. We work closely with researchers to bring new model architectures into production, while building the systems needed to operate them efficiently and predictably under real-world workloads. Tabular foundation models introduce serving challenges that differ meaningfully from traditional LLM inference, including irregular computational behavior and complex resource tradeoffs across CPU, GPU, memory, and networking. As a Model Serving Engineer, you'll work across the full inference stack - from Python runtime performance and concurrency behavior

Data Research Engineer Barcelona, Spain About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities The greatest research is done through solid engineering. As part of the research team, you will contribute to development of breakthrough machine learning models by working on one of the most crucial aspects of ML model training: data . The main responsibilities of this role are: - Helping to identify, characterize and evaluate data sources, including realistic synthetic data generated from Structured Causal Models and physical / systems-based simulators - Building and maintaining ETL pipelines - Designing and implementing scalable, reliable data storage solutions - Collaborating with the rest of the research team to maintain a reliable, efficient training pipeline where data is a critical component - Collaborating with the wider engineering and infrastructure team Must have - Experience with: - Identifying good data sources to train and evaluate ML

Technical Program Manager Europe, United States, Barcelona About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role As a Technical Program Manager at Fundamental, you'll be the connective tissue between Research, Engineering, and Infrastructure teams. You'll help ensure that our Research team has the necessary tools and resources to keep moving at pace. We're looking for a force multiplier - someone whose presence makes the entire team more effective. You don't need 10 years of experience, but you do need a foundational technical background and a get things done mindset. This is a high-impact role for someone who is technically curious, exceptionally organised, and thrives in the ambiguity of an early-stage company. Key responsibilities - Own the lifecycle of research programs, from scoping and roadmapping to execution and post-launch - Work with the research team to turn complex research objectives into actionable plans -

Applied AI Engineer Europe, United States, Israel (remote) About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities - Take part in development and optimization of a large neural network-based tabular model implemented in Python - Profile training and inference pipelines to identify performance bottlenecks - Rewrite critical components in Rust (via PyO3 or custom extensions) where Python limits us, with C++ (via PyBind11 or custom extensions) as a secondary option where appropriate - Improve memory efficiency, latency, and throughput across model pipelines - Ensure correctness, numerical stability, and reproducibility as the model evolves - Collaborate with ML researchers on productionizing new capabilities - Maintain clean abstractions, comprehensive tests, and clear documentation - Shape architectural decisions for our ML systems handling tabular data Must have - Strong software engineering fundamentals with expert-level Python and Rust - Hands-on experience bridging Python and Rust (PyO3, maturin, or

SWE (Research team) Barcelona, Spain About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role You will join the Engineering team as our first software engineer embedded within Research, owning the core codebase behind our model development. The codebase needs to be fast to iterate on, robust through experiments and large training runs, and ready to carry models all the way to production. Working alongside research scientists, you'll find what slows them down and build the infrastructure that fixes it, laying the technical foundations that let Fundamental operate at the frontier of large-scale tabular modeling. Key responsibilities - Amplify and Accelerate: You will be proactive in providing solutions which enable our researchers to be more efficient and effective, including agentic workflows. - Steward: You will steward the long-term development and maintenance of our codebase. Ensuring it is production-ready, while preserving the flexibility needed for

Global Head of Energy Houston, Texas About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role Fundamental is seeking a world-class commercial leader to build and scale our global Energy (Oil & Gas) business. This is a critical leadership role responsible for establishing our tabular AI foundation model as the system of intelligence for the world's leading energy companies. Key Responsibilities Build and Own the Global Energy Business - Define and execute the global commercial strategy for the oil & gas sector - Establish the company as a category leader in predictive AI for energy - Identify and prioritize the highest-value accounts globally (supermajors, NOCs, large independents, oilfield services) - Drive expansion across North America, Middle East, and international markets Build Durable, High-Quality Pipeline - Create and maintain a multi-year, durable pipeline across the world's leading energy companies - Develop repeatable pipeline generation strategies

Fundamental Trading Analyst (Clean Products and Renewables) Houston, Texas posted: Posted Yesterday

Social Media & Executive Brand Manager San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role We're looking for a Social Media & Executive Brand Manager to help shape how Fundamental and its leadership team show up online. This is not a traditional social media management role focused on chasing vanity metrics or running generic content calendars. We're looking for someone who understands how to build attention, credibility, and relevance with highly specific audiences across platforms like LinkedIn and X. You'll help develop the voices, narratives, and digital presence of both Fundamental and its leadership team - creating content and campaigns that feel thoughtful, opinionated, culturally aware, and genuinely engaging within the worlds our customers operate in. This role is ideal for someone who understands internet culture, enterprise technology, storytelling, and how modern brands and founders build influence online. What

Data Scientist (Forward Deployed) Japan About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role Fundamental is seeking a Forward Deployed Data Scientist/MLE to facilitate the adoption of NEXUS and collaborate with customers to address complex technical challenges. The Data Scientist is an integral part of our FDE team, which is dedicated to driving the successful deployment of Fundamental products and proving value over legacy baselines or net new use cases. They work hand-in-hand with customers from the Proof of Value stage to post-implementation, ensuring our solutions run securely in the client's production heartbeat. In this role, you'll manage customer relations involving multiple stakeholders (IT, C-suite, and data science teams) and function as a key bridge, translating field insights into our product roadmap. Key responsibilities - You'll individually help deploy into production use cases with considerable business impact, moving from "science experiments" to definitive

ML Researcher - Evaluations Barcelona, Spain About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. We are looking for a Machine Learning Researcher - Evaluations to establish the ground truth for what our models can actually do. In this role, you will take ambiguous, real-world data challenges and translate them into concrete, defensible metrics that our researchers and leadership can trust. Evaluation is not an afterthought here; it is the engine that drives our research roadmap. Working alongside our core researchers, you will be embedded in the entire lifecycle of model development. This means taking signals from our internal deployment teams to define what matters, tracking performance across live training runs, and decoding the final results. If you are obsessed with empirically measuring exactly why a model fails and where it excels, this role is for you. Key responsibilities - Develop Signal-Driven Evals: Design and implement

Forward Deployed Full-Stack Engineer San Francisco, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. About the role Fundamental is seeking a Forward Deployed Full-Stack Engineer to build the critical integration layers and interfaces that allow our customers to adopt NEXUS. The Forward Deployed Engineer is an integral part of our FDE team, dedicated to driving the successful deployment of Fundamental products. While our ML engineers focus on the model performance, you will focus on usability, integration, and system reliability. You will work hand-in-hand with customers from the Proof of Value stage to post-implementation, ensuring our solutions are not just accurate, but accessible, secure, and seamlessly embedded in the client's production workflow. In this role, you'll manage technical relationships with multiple stakeholders (IT security, application owners, and business users) and function as a key bridge, translating field requirements into features for our platform roadmap.

DevOps Team Lead Europe, United States About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities - Lead and mentor a team of DevOps engineers, fostering technical growth and collaboration - Define and drive the infrastructure roadmap aligned with company objectives - Architect and oversee cloud infrastructure design and implementation - Establish best practices, standards, and processes for infrastructure development and operations - Partner with Engineering, Research, and FDE to align infrastructure capabilities with business needs - Drive the evolution of Kubernetes clusters optimized for GPU workloads, Production SaaS hosting and and varied enterprise deployment models - Champion GitOps practices using ArgoCD for continuous deployment - Establish infrastructure as code standards using Terraform - Define monitoring and observability strategy for distributed systems - Collaborate with ML engineers to optimize infrastructure for model training and serving - Own infrastructure reliability, performance, and security posture - Implement

Senior Applied Research Engineer Barcelona, Spain About Fundamental Fundamental is an AI company pioneering the future of enterprise decision-making. Founded by DeepMind alumni, Fundamental has developed NEXUS - the world's most powerful Large Tabular Model (LTM) - purpose-built for the structured records that actually drive enterprise decisions. Backed by world class investors and trusted by Fortune 100 companies, Fundamental unlocks trillions of dollars of value by giving businesses the Power to Predict. At Fundamental, you'll work on unprecedented technical challenges in foundation model development and build technology that transforms how the world's largest companies make decisions. This is your opportunity to be part of a category-defining company from the ground-up. Join the team defining the future of enterprise AI. Key responsibilities - Profile end-to-end distributed training runs to identify bottlenecks across compute, GPU memory, and inter-GPU communication - Contribute to architectural decisions that improve the efficiency and reliability of large-scale training jobs, including developing Triton/CUDA kernels when needed - Design and implement model scaling, parallelization, and memory optimization techniques for training workloads with very large context sizes - Collaborate closely with ML Researchers to diagnose architectural inefficiencies, ensure new research ideas scale efficiently in practice, and spread internal knowledge about model efficiency and optimization - Drive the productionization and serving of our models from the research side, including improving inference efficiency through techniques such as quantization Must have - Strong understanding of modern ML architectures and large-scale training pipelines - Experience running distributed training jobs on multi-GPU systems - Advanced

324730 Instructor, Energy Industry Fundamentals Training (French Speaker) Abuja, NG posted: Posted 30+ Days Ago