Manager, AV Evaluation Framework
Core
Lead the Metrics Frameworks team to build and operate analytical frameworks that transform autonomous vehicle data into trustworthy metrics for simulation analysis, road-event monitoring, and release de-risking.
Role type
Manager, AV Evaluation Frameworks (Engineering Leadership)
Builds
Scalable frameworks for creating, executing, and monitoring metrics across simulated and real-world driving data; shared capabilities including metrics authoring APIs, simulation-analysis orchestration, and data pipelines.
Domain
Autonomous Vehicles / Advanced Driver Assistance Systems (ADAS) / Data Engineering
Deliverable
production ML models | product features | dashboards & analysis | infrastructure
Required skills
People leadership (hiring, coaching, performance management), Technical strategy & roadmap definition, Scalable data-processing pipeline design, System design & observability, Stakeholder management, Operational excellence
Preferred skills
Autonomous vehicles/robotics domain expertise, Statistical/numerical/ML evaluation methods, Metrics platforms & telemetry, Python/C++/SQL, Large-scale data stores (BigQuery/Databricks), Workflow orchestration
Technologies
Python, C++, SQL, BigQuery, Databricks, Cloud infrastructure
Responsibilities
Lead and grow a high-performing team of software and data engineers; Define and communicate technical vision and roadmap; Own delivery of scalable metrics frameworks; Ensure platform reliability and observability; Establish service-level objectives and operational practices; Partner with stakeholders to translate needs into technical plans; Improve production-support and incident-response practices.
Seniority
Manager, hands-on IC with people leadership
