Software Engineer - Collision Avoidance System Metrics
Core
Define and build metrics to measure Collision Avoidance System performance and develop validation plans for autonomous driving features.
Role type
Data engineer (autonomous driving metrics)
Builds
Metrics and tools to analyze errors and system improvements for collision avoidance systems
Domain
Autonomous driving, safety-critical systems, data analysis
Deliverable
dashboards & analysis
Required skills
C++, Python, algorithm design, distributed computing, data analysis
Preferred skills
latency analysis for safety-critical systems, petabyte-scale distributed computing (Spark, Databricks, MapReduce), Bayesian statistics
Technologies
Spark, Databricks, MapReduce
Responsibilities
Apply distributed computing algorithms to analyze petabytes of urban driving data; Develop metrics and tools to analyze errors and system improvements; Work closely with CAS engineers to evaluate system performance; Collaborate with Perception engineers to define metrics for autonomous driving; Partner with Planning engineers to measure performance in complex urban environments
Seniority
Mid-level, hands-on IC
