Staff AI Systems Engineer: Evaluation Pipelines & Agents

NextToken

San Francisco (CA)

On-site

USD 180,000 - 240,000

Full time

9 days ago

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Benefits offered by this job

Stock options
Comprehensive health plan
Gym stipend

Job summary

NextToken is seeking a Member of Technical Staff in San Francisco to build and scale production AI systems. You will own end-to-end evaluation pipelines, harnesses for agents, post-training workflows, and interfaces that turn experimental results into deployable improvements.

The role emphasizes model-agnostic reasoning, metric-driven development, and hands-on work with leading AI tooling to optimize latency, cost, and quality at scale.

Qualifications

  • 3+ years building production AI systems.
  • Experience building eval harnesses from scratch.
  • Ability to reason about prompts, context and models.
  • Proactive problem solver with high initiative.

Responsibilities

  • Own Evals as a first-class system, turning traces into datasets and graders.
  • Develop agentic harnesses and environments for reproducible evaluation.
  • Build post-training infrastructure for SFT/RL runs and deployment.
  • Create reward signals and verifiers to enable hill-climbing improvements.
  • Address latency and cost with efficient model routing and batching.

Skills

Production AI systems
Eval harnesses
Metrics-driven
Model-agnostic thinking
High agency
AI-native tooling
Claude/Cursor/Codex familiarity

Tools

Claude
Cursor
Codex

Job description

NextToken is seeking a Member of Technical Staff in San Francisco to build and scale production AI systems. You will own end-to-end evaluation pipelines, harnesses for agents, post-training workflows, and interfaces that turn experimental results into deployable improvements.

The role emphasizes model-agnostic reasoning, metric-driven development, and hands-on work with leading AI tooling to optimize latency, cost, and quality at scale.

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