Fundamental

About Fundamental

Fundamental pioneers enterprise decision-making with NEXUS, the world's most powerful Large Tabular Model (LTM). Founded by DeepMind alumni, we unlock trillions of dollars of value for Fortune 100 companies and other enterprises. Our technology transforms how businesses use structured records, moving beyond traditional machine learning to predict outcomes in applications like price optimization, fraud detection, and demand forecasting. You'll build category-defining technology that reshapes the future of enterprise AI.

How We Work

You will join a mission-driven, low-ego culture where diversity of thought, ownership, and a bias toward action are paramount. We foster intellectual freedom, encouraging you to pursue ambitious ideas and breakthroughs. Our team works remotely across Europe, offering flexibility in your work environment while tackling unprecedented technical challenges in foundation model development.

Engineering at Fundamental

You'll confront unprecedented technical challenges developing NEXUS, a large neural network-based tabular model. Engineers bridge Python and C++ to optimize performance, tackle memory efficiency, latency, and throughput in model pipelines. We build and maintain Kubernetes clusters optimized for GPU workloads and ML applications, implementing GitOps with ArgoCD. Our stack includes AWS, GCP, Terraform, FastAPI, and modern frontend frameworks like React, focusing on scalable, secure, and observable systems for enterprise AI.

Why Join Us

• Shape the future of enterprise AI with a category-defining Large Tabular Model (LTM).
• Work on groundbreaking, unprecedented technical challenges in foundation model development.
• Collaborate with DeepMind alumni and industry leaders in a high-growth, unicorn startup environment.
• Influence core product direction, translating cutting-edge ML research into real-world business solutions.
• Benefit from a mission-driven, low-ego culture valuing ownership and intellectual freedom.

Benefits & Perks

• Competitive compensation with salary and equity.
• Comprehensive health coverage including medical, dental, vision, and 401K.
• Paid parental leave for all new parents, including adoptive and surrogate journeys.
• Fertility support.
• Relocation support for employees moving to office locations.