Leads technical product management for engineering services supporting digital map data extraction, processing, merging, and validation. Translates stakeholder needs into technical requirements and acceptance criteria, manages roadmaps, requirement intake, software issues, risks, dependencies, and delivery plans. Partners with engineering leadership and teams to solve complex problems and ensure end-to-end execution.

Develop statistical, experimental design, sampling, analytics, and machine learning solutions to measure and improve HD map and location product quality. Build quality estimators, A/B experiments, data workflows, computing tools, and models while collaborating with map experts, engineers, and data scientists. The role focuses on reliable quality measurement, uncertainty analysis, and data-driven process improvement.

Build and lead production AI/ML components, including embeddings, retrieval, agents, and multimodal systems, for reuse across domain teams. Translate architectural direction into technical specifications and production-ready implementations, make implementation-level decisions, identify scalability issues, and mentor engineers. The role requires deep expertise in representation learning, vector search, retrieval-augmented systems, deep learning, LLMs, agent frameworks, distributed systems, and ML engineering.