AI Engineer, Product Analytics
Core
Build and integrate AI agents and LLM-based tooling to monitor product health, analyze user behavior, and surface anomalies for the Tax, Audit & Accounting product portfolio.
Role type
Senior IC AI Engineer (LLM Agents & Product Analytics)
Builds
Production-ready AI agents, data pipelines, and analytics tooling for product leaders
Domain
Financial Services (Tax, Audit, Accounting) + Generative AI
Deliverable
production ML models | product features
Required skills
Python, SQL, LLM API integration, RAG pipelines, agent orchestration, MLOps/LLMOps, data pipeline construction, unit testing, root cause analysis
Preferred skills
Product sense, statistical inference/A/B testing, modern data stack (Snowflake/Databricks), cloud/containerization, AI governance awareness
Technologies
LLM APIs (Anthropic, OpenAI), vector databases, semantic search, Docker, AWS/Azure/GCP
Responsibilities
Integrate pre-trained models and LLM APIs into analytics products; refactor prototypes into production tooling with error handling and telemetry; build and maintain data pipelines for agent reasoning; evaluate model behavior and maintain agent health in production; translate business requirements into agent designs; document components and standards.
Seniority
Senior, hands-on IC