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HarveyHarveySan Francisco, CA

Staff Software Engineer, AI Platform

Builds AI platform infrastructure including model integration, routing, context management, and evaluation tooling to power agentic products. Requires 5+ years backend experience with 1+ year AI/ML focus and track record of shared platforms.

231k – 340k/yr
Hybrid5+ YOEBackend Engineering

About the role

What You’ll Do

  • Design and build abstractions and platform-level systems that improve all of Harvey’s agentic products.
  • Own infrastructure for model integration, routing, and evaluation that helps Harvey choose and deploy the right foundation model for any given context.
  • Build evaluation frameworks and tooling that let every team across Harvey iterate on AI quality effectively.
  • Partner closely with product engineering teams, PMs, and design to launch cutting-edge AI products.
  • Evaluate, prototype, and integrate the latest advancements in AI and agentic systems as they emerge.

What You Have

  • 5+ years of experience building backend systems, with at least 1+ year focused on AI/ML engineering. Staff candidates will typically have 8+ years and a track record of technical leadership across teams.
  • Experience building and shipping multi-model or multi-provider AI systems in production.
  • Familiarity with context management, session state, or memory systems in AI or distributed systems. You’ve thought about what the model sees and why it matters.
  • A track record of building internal platforms, SDKs, or shared infrastructure that other engineering teams actually adopted - and an understanding of why developer experience matters as much as raw capability.
  • Strong judgment about abstractions. Opinionated about good design but pragmatic about shipping incrementally.
  • Excitement about agentic AI and the infrastructure challenges of making autonomous systems reliable when the stakes are real.
  • A bias toward full ownership: you navigate ambiguity well and don’t wait for a roadmap to start solving problems.

Bonus: experience building evaluation frameworks, working with agent/function-calling architectures, familiarity with legal or other high-stakes professional services domains, or time at early-stage or hyper-growth startups where the underlying technology changes regularly.

Compensation Range

$231,000 - $340,000

Skills

PythonAI/MLMachine LearningBackend SystemsModel RoutingContext ManagementEvaluation FrameworksSDKsAgentic AIMulti-Model Systems
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