Forward Deployed Full-Stack Engineer

Job not on LinkedIn

🕒 February 26

🏢🏡 San Francisco – Hybrid

⏰ Full Time

🟡 Mid-level

🟠 Senior

🧑‍💻 Full-stack Engineer

👻 Ghost score 28%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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Fundamental

WebsiteLinkedInAll Job Openings

51 - 200 employees

Founded 2024

🤖 Artificial Intelligence

🏢 Enterprise

☁️ SaaS

Artificial Intelligence • Enterprise • SaaS

Fundamental is an enterprise AI company that builds large tabular models (LTMs) such as NEXUS, pre-trained on billions of tables to detect patterns and predict outcomes from structured data. The company offers an enterprise-grade predictive analytics platform that can be deployed with minimal code or integrated deeply with cloud partners like AWS, emphasizing privacy, security, and scalability. Born from academic research and backed by major investors, Fundamental targets large organizations seeking to extract foresight from their databases and deploy predictive models at cloud scale.

📋 Description

• 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 ingest customer data and serve model predictions at scale, ensuring low latency and high availability • You’ll work in collaboration with our research and product teams to translate operational friction - such as data ingestion difficulties or UI gaps - into essential inputs for the Fundamental roadmap • Your collaboration with the Sales and Solution Architect teams will help align diverse stakeholders, building dashboards and tools that allow business users to inspect, trust, and act on predictions

🎯 Requirements

• 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 integrating with identity providers (LDAP, SAML, OIDC) • You hold strong communication skills with an ability to translate architectural nuances into clear business value for non-technical stakeholders

🏖️ Benefits

• Competitive compensation with salary and equity • Comprehensive health coverage, including medical, dental, vision, and 401K • Fertility support, as well as paid parental leave for all new parents, inclusive of adoptive and surrogate journeys • Relocation support for employees moving to join the team in one of our office locations • A mission-driven, low-ego culture that values diversity of thought, ownership, and bias toward action