Software Engineer - Collision Avoidance Metrics
Core
Develop metrics and tools to analyze petabytes of urban driving data and evaluate the performance of the Collision Avoidance System (CAS) for autonomous vehicles.
Role type
Senior IC software engineer (data analysis & metrics)
Builds
Metrics, tools, and validation plans for the Collision Avoidance System
Domain
Autonomous driving / Robotics / Data Engineering
Deliverable
production ML models
Required skills
C++, Python, distributed computing algorithms, algorithm design, petabyte-scale data analysis
Preferred skills
latency analysis in safety-critical systems, Spark, Databricks, MapReduce, Bayesian statistics
Technologies
Databricks, Spark, Python, C++, Machine Learning
Responsibilities
Apply distributed computing algorithms to analyze petabytes of urban driving data; Develop metrics and tools to identify errors and evaluate system improvements; Work with CAS engineers to assess system performance; Collaborate with Perception engineers to define autonomous-driving metrics; Partner with Planning engineers to measure performance in complex urban environments
Seniority
Senior, hands-on IC