Senior AI Product Engineer — End-to-End AI Platform

Oyster HR; United States; Remoto; USD 140.000 - 210.000; Tempo pieno

Descrizione del lavoro

Oyster HR is seeking an AI product engineer to own complex improvements to Oyster AI end to end. You will define problems, design solutions, and oversee rollout from production to learnings.

The role spans agent capabilities, knowledge retrieval, and infrastructure, with emphasis on reliability, latency, and cost. Strong backend with RoR is mentioned, plus frontend with React; experience with AI systems and tooling is valued.

Mansioni

• Own End-to-end AI improvements. Connect user needs to architecture, implementation, evaluation and safe rollout for complex Oyster AI work.
• Reliable agents and tools. Design clear tool contracts, robust error handling and bounded execution, with appropriate human control over consequential actions.
• Better knowledge access. Choose retrieval, embedding, indexing and freshness strategies that improve answers while respecting data access boundaries throughout retrieval and generation.
• Evaluation you can trust. Build evaluation loops with representative datasets, experiments, regression checks and, where useful, automated judges calibrated against human judgment.
• Root-cause fixes in production. Diagnose failures across prompts, retrieval, tools, models and infrastructure, fix the underlying cause and verify the fix with evidence.

Descrizione del lavoro

Oyster HR is seeking an AI product engineer to own complex improvements to Oyster AI end to end. You will define problems, design solutions, and oversee rollout from production to learnings.

The role spans agent capabilities, knowledge retrieval, and infrastructure, with emphasis on reliability, latency, and cost. Strong backend with RoR is mentioned, plus frontend with React; experience with AI systems and tooling is valued.