11 дней назад
Software Engineer - Collision Avoidance System Metrics (Autonomous Driving)
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Описание вакансии
Текст:
TL;DR
Software Engineer - Collision Avoidance System Metrics (Autonomous Driving): Building metrics and analysis tools for Collision Avoidance System performance using urban driving data with an accent on distributed computing, perception evaluation, and safety-critical autonomy. Focus on analyzing petabyte-scale datasets, measuring errors and system improvements, and defining performance metrics for complex urban driving environments.
Location: Hybrid in Foster City, California; Boston, Massachusetts; or San Diego, California
Company
Zoox develops autonomous driving technology and vehicle safety systems.
What you will do
- Apply distributed computing algorithms to analyze petabytes of urban driving data.
- Develop metrics and tools for analyzing errors and measuring system improvements.
- Work with Collision Avoidance System 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.
Requirements
- Hold a BS, MS, or PhD in computer science or a related field.
- Demonstrate fluency in C++ and/or Python.
- Have extensive experience with programming and algorithm design.
Nice to have
- Experience analyzing latency in safety-critical software systems.
- Experience with petabyte-scale distributed computing, including Spark, Databricks, or MapReduce pipelines.
- Background in Bayesian statistics.
Culture & Benefits
- Work in a multidisciplinary Collision Avoidance System Verification & Validation team.
- Collaborate with data, software, systems, Perception, Planning, QA, and Mission Assurance engineers.
- Contribute to safety validation for autonomous vehicles operating in dense urban environments.
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