Manager, AV Evaluation Framework
Core
Building and operating evaluation frameworks for autonomous vehicle development by transforming simulation and real-world driving data into trustworthy metrics and actionable engineering insights.
Role type
Manager, AV Evaluation Framework
Builds
Scalable frameworks for creating, executing, and monitoring metrics across simulated and real-world driving data
Domain
Autonomous vehicles, data-intensive engineering systems
Deliverable
production ML models | product features | dashboards & analysis | infrastructure
Required skills
People leadership, technical strategy, system design, observability, operational reliability, data pipeline management, stakeholder management
Preferred skills
Autonomous vehicles, robotics, simulation, statistical/numerical/ML evaluation methods, metrics platforms, Python, C++, SQL, BigQuery/Databricks, workflow orchestration, cloud infrastructure
Responsibilities
Lead and develop a team of software and data engineers; Define and communicate technical vision and roadmap; Own delivery of scalable evaluation frameworks; Ensure platform reliability and observability; Establish service-level objectives and operational practices; Balance feature delivery with platform modernization; Partner with stakeholders to translate needs into technical plans; Raise engineering standards through design reviews and testing; Establish boundaries between framework ownership and business logic; Participate in production support and incident response
Seniority
Manager, hands-on leadership
