C
Data Scientist, Agent Evaluations & Quality
Clera
5 days ago
Full-time
Remote
Worldwide
Remote Data
ABOUT THE ROLE This role sits at the intersection of applied data science and AI product quality for a small, fast-moving AI productivity startup building autonomous agents that handle email, calendar, browser, and business software tasks. You will own the measurement of agent quality end-to-end: turning ambiguous product behavior into rigorous, actionable evaluation systems that directly guide engineering and product decisions. WHAT YOU'LL DO - Architect and maintain automated evaluation pipelines that measure agent quality across capabilities and product surfaces. - Translate agent capabilities into explicit success criteria, including pass, partial-pass, and failure definitions for complex multi-step tasks. - Build representative gold datasets and regression suites covering common workflows, edge cases, ambiguous requests, and adversarial scenarios. - Define and track metrics such as task success, tool-selection accuracy, instruction adherence, factual consistency, latency, cost, and reliability. - Design deterministic and model-based graders, calibrate LLM-as-a-judge systems, and measure grader agreement, false positives, and false negatives. - Analyze traces, tool calls, model... Click Apply to read the full job description.