Lead AI Product Engineer
Core
Lead the AI and agent engineering team for Cogentiq I2C, an agentic AI product for invoice-to-cash covering collections, cash application, deductions, invoice management, and credit risk.
Role type
Senior IC Lead AI Product Engineer (Agentic AI)
Builds
Production agentic AI systems, LLM-based agents, and predictive ML models for finance workflows.
Domain
Financial services / Invoice-to-cash / Agentic AI
Deliverable
production ML models | product features
Required skills
LLM and agentic systems design, multi-step workflow orchestration, tool use, Python engineering, document understanding and information extraction, classical machine learning, model evaluation and regression testing, guardrails and human oversight design, team leadership, technical design ownership.
Preferred skills
Order-to-cash or accounts receivable domain knowledge, agent observability and tracing tooling, enterprise risk and compliance review experience.
Technologies
Next.js, FastAPI, Azure Databricks, PostgreSQL, LLMs
Responsibilities
Design agent decomposition, orchestration patterns, and tool interfaces; build and evaluate agents for document extraction and reasoning; implement guardrails and confidence thresholds; lead the AI engineering team and set standards; collaborate with product management on agent capabilities; explain agent behavior to finance stakeholders.
Seniority
Senior, hands-on IC with team leadership