AI Product Manager — End-to-End Model Performance

Visa Hunt; San Francisco (CA); Hybrid; USD 305,000 - 460,000; Full time

Job summary

Anthropic is seeking a Product Manager for Claude Code's model performance team in a hybrid role spanning San Francisco and Seattle. You will drive end-to-end model launches, design agentic evals, and work with researchers and engineers to translate improvements into developer-facing outcomes.

You will need an engineering background, 2+ years in product management, and a deep understanding of AI concepts, evaluation methods, and system design.

Qualifications

• Have personally built agentic evals (e.g. SWE-bench-style task suites).
• Are a daily Claude Code user and can articulate what behaviors you’d want to change or add to the model.
• Have an engineering background and 2+ years in product management, or equivalent experience driving product direction as an engineer.
• Have a deep grasp of AI concepts and are comfortable going deep on model behavior, prompt engineering, and evaluation methodology.
• Are a systems thinker: when you find a problem, you build the infrastructure that prevents its whole class.
• Have launched products or capabilities in ambiguous, research-adjacent environments.
• Have a creative, hacker spirit and love solving puzzles.

Responsibilities

• Own model launch planning and execution for Claude Code: define readiness criteria, coordinate across research and product engineering, and ensure launches land cleanly with developers
• Design and implement agentic evals that measure real-world coding performance
• Drive the engineering team's eval roadmap
• Partner with researchers working on coding capabilities to define target behaviors and influence model development with evidence from real usage
• Talk with users and analyze transcripts to understand capability gaps and turn research progress into shipped improvements
• Synthesize signal from internal users, external developers, and competitive benchmarks into clear priorities

Skills

Agentic evals

Claude Code

Product management

Engineering background

Systems thinking

Prompt engineering

Coding capabilities

Transcript analysis

Research collaboration

Education

Bachelor’s degree or equivalent

Job description

Anthropic is seeking a Product Manager for Claude Code's model performance team in a hybrid role spanning San Francisco and Seattle. You will drive end-to-end model launches, design agentic evals, and work with researchers and engineers to translate improvements into developer-facing outcomes.

You will need an engineering background, 2+ years in product management, and a deep understanding of AI concepts, evaluation methods, and system design.