Senior Software Systems Engineer, Autonomous Vehicles - Metrics & Evaluation

Job description

Job responsibilities

• Define an AV evaluation process that spans from initial conception through implementation, ensuring it is applied to the release of our end-to-end (E2E) ML s tack.
• Provide hands-on implementation of infrastructure solutions t o assess AV performance from E LT tooling at GM from simulation and on-road data .
• Proactively scope and identify metrics needed to imp rove our evaluation workflows and devise paths for implementation if not available .
• Contribute to automated triage strategies for AV deficiencies in an End-to- E nd sta ck architecture and p resent findings to rele vant stakeholders.
• Articulate insights, summaries and recommendations to AV developers and executives based on continuous analysis of AV performance .
• Define and maintain scalable processes to identify , monitor and improve evaluation KPIs as definition of success of evaluation initiatives .
• Map and articulate link between continuous improvement processes with the product s afety case and compliance with safety standards .

Job requirements

• Strong Python and SQL programming
• Strong skills in high quality SW Development using AI tools
• Prio r knowledge and implementation of ELT pipelines for product quality analysis
• Experience with GitHub and Jira or equivalent tools
• Strong problem-solving skills - End to End ownership from problem definition to deriving the desired outcome
• Proven track record of analytical and systems engineering skills while dealing with complex systems and ambiguous AI functions
• Proven track record of root cause analysis in complex SW/HW systems
• Familiarity with analytical methods for driving behavioral analysis