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Forward Deployed AI Engineer (Agentic Systems) – Portfolio Operations

ikuto San Francisco Bay Area
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AI Summary

Embed with high-growth portfolio companies to design, build, and scale production-grade agentic AI systems that automate critical workflows. Own end-to-end delivery, optimize operational bottlenecks, and codify reusable AI playbooks for long-term value. Requires 3–6 years of full-stack engineering experience with hands-on LLM/AI deployment expertise.

Key Highlights
Palantir-style forward deployment to embed with portfolio companies and drive AI-driven operational efficiency
Full ownership of end-to-end agentic AI systems, from discovery to production scaling and handoff to ops teams
Codify reusable AI playbooks to accelerate future deployments across the $250M portfolio
Key Responsibilities
Embed with portfolio company leadership to identify and automate high-leverage operational bottlenecks using agentic AI
Design, build, and deploy full-stack production-grade agentic systems with evals, autonomy gating, and outcome tracking
Post-launch, tune system autonomy tiers, monitor performance, and transition stable workflows to internal ops teams
Serve as the technical lead for AI platforms, translating non-technical operational needs into production-ready solutions
Codify and share AI deployment playbooks to accelerate future implementations across the portfolio
Technical Skills Required
Python TypeScript SQL
Benefits & Perks
$185,000 – $240,000 base salary + competitive equity
Visa/relocation support including H1B sponsorship and full relocation assistance
Hybrid work model (3+ days in-office) with domestic travel coverage
Nice to Have
Direct FDE or LLM deployment experience for high-potential new graduates
Ability to read P&L statements and understand business drivers
Experience with React and full-stack integrations

Job Description


Forward Deployed Engineer (Agentic AI)

Location: San Francisco, CA | New York, NY | Toronto, Canada (Hybrid – 3+ days in office)

Compensation: $185,000 – $240,000 Base + Competitive Equity + Visa/Relocation Support


About the Opportunity

We are recruiting for a high-growth, $250M Series B software holding company backed by top-tier Silicon Valley venture firms and premier technology founders. Unlike traditional investment firms, this team acquires, builds, and scales vertical market software businesses for the long term.

They are looking for an entrepreneurial Forward Deployed Engineer (FDE) to embed directly with portfolio companies (portcos), identify high-leverage operational bottlenecks, and ship live, production-grade agentic software. This is a Palantir-style deployment role—you won't be building pitch decks or quick prototypes; you will own running systems end-to-end that compound value across an entire portfolio.


What You’ll Do

  • Embed & Discover: Work closely with portfolio leadership to understand their operational models and identify key workflow opportunities for AI automation.
  • Ship Production Systems: Build full-stack integrations, prompts, evals, and UI surfaces to deploy live agentic loops directly into company operations.
  • Operate & Scale: Post-launch, tune autonomy tiers, monitor system performance, and smoothly transition stable workflows to internal ops teams.
  • Serve as Technical Lead: Act as the technical face of the platform to non-technical operators and executives, establishing trust through execution.
  • Codify Playbooks: Bring patterns back to HQ to build reusable platform playbooks that accelerate future deployments.


What We’re Looking For

  • Experience: 3–6 years of experience in full-stack engineering, product engineering, or forward-deployed roles. (High-potential new graduates with direct FDE or LLM deployment experience are also welcome to apply).
  • Full-Stack Technical Depth: Proficiency across TypeScript/Python, React, and SQL—you must be comfortable owning end-to-end delivery solo.
  • Production LLM/Agentic Systems: Hands-on experience shipping real AI systems featuring evals, autonomy gating, and outcome tracking (not just demos).
  • Operator Instincts: Ability to read a P&L, understand business drivers, and translate non-technical operational bottlenecks into technical solutions.
  • Travel & Work Setup: Based in (or open to relocating to) New York, San Francisco, or Toronto, with a hybrid setup (3–4 days in-office) and occasional domestic travel to portfolio sites.


What’s on Offer

  • Competitive Salary: $185K – $250K base salary + equity.
  • Relocation & Sponsorship: Open to H1B transfers and providing full relocation assistance.
  • Unrivaled Exposure: Direct line of sight into executive management, high-growth AI implementations, and a $250M capital foundation



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