Level

ZooxPosted 2w ago

L1

Software Engineer - Collision Avoidance System Metrics

Software Engineer - Collision Avoidance System Metrics at Zoox scores 30 out of 100 on AI centrality, which makes it a Level 1 role on this board.

Foster City, CAmidFull-time$185k-$251k

AI in this role

Software engineer building metrics and validation plans for vehicle collision avoidance systems and perception software.

software-engineeringcollision-avoidancedeep-learningsensor-dataverification-and-validation

The Collision Avoidance System (CAS) is responsible for detecting and reacting to imminent collision situations in support of our vehicle’s overall safety goals. CAS Perception is responsible for processing raw sensor data from our vehicle’s world-class sensor suite using a combination of geometric, interpretable algorithms and deep learning to detect near-collisions with obstacles along our intended driving path, in the most challenging dense urban environments and under tight compute resource constraints. Overall CAS is parallel and complementary to our Main Artificial Intelligence (AI) autonomy stack, and has a close relationship with our vehicle hardware and safety teams in order to architect redundancy into our overall driving system.

The CAS Verification & Validation (CAS V&V) is a multidisciplinary team data, software and systems engineers defining and building metrics to measure the Collision Avoidance System performance and work with the Systems Design and Mission Assurance (SDMA) and QA teams to develop validation plans for the features.

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Skills and AI tools this role asks for

Software EngineeringCollision AvoidanceDeep LearningSensor DataVerification And Validation

Questions you could be asked

  1. Tell me about a project where software engineering was part of your work. What did you do?
  2. Tell me about a project where collision avoidance was part of your work. What did you do?
  3. Tell me about a project where deep learning was part of your work. What did you do?
  4. Tell me about a project where sensor data was part of your work. What did you do?
  5. Tell me about a project where verification and validation was part of your work. What did you do?

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  • List these exact terms on your resume: Software Engineering, Collision Avoidance, Deep Learning, Sensor Data, and Verification And Validation. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.

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