Forward Deployed Full-Stack Engineer
AI summary of the role
Builds integration layers and interfaces so Fortune 100 customers can adopt NEXUS, an enterprise tabular AI model.
What you’ll do
- Architect and build production-grade applications wrapping core models into user experiences
- Lead last-mile engineering: API integration, data visualization, auth/security in enterprise environments
- Design backend services to ingest data and serve model predictions at scale
What you’ll bring
- BS/MS in Computer Science, Software Engineering, or related field
- 5+ years as Full-Stack Engineer shipping production code in complex environments
- Deep proficiency in React, TypeScript, Next.js and D3.js or Recharts
Technologies
React · TypeScript · Next.js · D3.js · Recharts · Python · FastAPI · Go · Node.js · PostgreSQL · Redis · Docker
About Fundamental Research Labs
Builds a large tabular model that helps enterprises run prediction workloads like churn, pricing, fraud, and forecasting directly on structured data.
Series A
Source and classification
Production engineering · Evidence for this classification:
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. Key responsibilities You’ll individually architect and build production-grade applications that wrap
More from the job description
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 seaml [... source excerpt omitted ...] n 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. Key responsibilities You’ll individually architect and build production-grade applications that wrap our core models, turning projects into intuitive, high-value user experiences You’ll lead the last mile engineering efforts, handling API integration, data visualization, and authentication/security requirements (SSO, RBAC) within complex enterprise environments (VPC, on-prem, air-gapped) You’ll design and implement performant backend services to inges [... source excerpt omitted ...] predictions Must have You hold a BS/MS in Computer Science, Software Engineering, or a related field You have 5+ years as a Full-Stack Engineer, with a track record of shipping production code in complex environments You have deep proficiency in modern frontend frameworks (React, TypeScript, Next.js) and data visualization libraries (D3.js, Recharts, or similar) You have strong experience with backend development (Python/FastAPI, Go, or Node.js) and database design (PostgreSQL, Redis) You have experience with containerization (Docker), orchestration (Kubernetes), and CI/CD pipelines You are comfortable navigating enterprise security constraints and have experience integratin
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