Clay Labs

Own product outcomes across conception, research, implementation, and maintenance in collaboration with engineering and cross-functional partners.Define product strategy, frame problems, write specifications, prioritize scope, and make tradeoff decisions.Talk directly with customers, review support tickets, and observe how customers use Clay.Design and build complex full-stack featu

Design and iterate on AI agent behavior across real go-to-market workflows.Map manual multi-step workflows into agent-driven flows and take them from prototype through beta to general availability.Build evaluations that measure task completion, identify regressions, and expose failure modes.Analyze production failures and improve agent robustness, reliability, and safety.Build agent

Improve scale, reliability, performance, database contention, memory pressure, throughput, and cost efficiency as load grows.Build shared platform primitives, contracts, and extension points and migrate existing consumers onto them.Own how work is defined, scheduled, retried, observed, and executed across the product.Create instrumentation that makes long-running jobs and failures t

Design and ship learning loops that use user behavior and business data to improve Clay’s product.Build recommendation-first experiences from prototype through production.Develop the ML and data platform, including data lake foundations and serving infrastructure.Evaluate tools that can accelerate Clay’s product vision and collaborate with data science and data platform teams on sha