Senior Software Systems Engineer, Autonomous Vehicles - Metrics & Evaluation

Hybrid

Sunnyvale, California, United States of America

Full time

JR-202619949

Job Description

T he Role

You will be part of a team that drives systematic and data-driven improvements to the Autonomous Vehicle software by designing, implementing, and maintaining robust processes for evaluation and validation of our AVs. To achieve this objective, we are looking for a highly motivated individual with excellent analytical skills to own end to end execution, methodology improvements and insight articulation/communication to ensure high-quality evaluation and release of our End-to-End ML Stack.

In this position, you will work closely with AI/ML Engineers, Simulation Engineers, Systems Engineers, Product Managers to identify, analyze, monitor and prioritize the most important signals to assess performance of our ML based stack leveraging simulation and on-road data and building scalable processes to evaluate compliance to our KPIs.

If you're interested in having a major impact on accelerating AV Behavioral Evaluation assessment on ML-driven autonomy through creative problem solving, let's chat!

What you’ll be doing:

• DefineanAV evaluation process that spans frominitialconception through implementation, ensuring it is applied to the release ofourend-to-end(E2E)MLstack.
• Provide hands-onimplementationofinfrastructuresolutionstoassessAVperformancefrom ELTtooling at GM from simulation andon-roaddata.
• Proactivelyscope andidentifymetrics needed to improve our evaluationworkflowsand devise paths for implementation if notavailable.
• Contribute toautomatedtriage strategiesforAVdeficienciesinan End-to-Endstackarchitectureand presentfindingstorelevantstakeholders.
• Articulate insights,summariesand recommendations toAV developersand executivesbased on continuous analysis of AV performance.
• Define andmaintainscalable processes toidentify,monitorandimproveevaluationKPIs as definition of success ofevaluation initiatives.
• Mapandarticulatelinkbetween continuous improvement processes withtheproductsafetycaseandcompliance with safety standards.

What you must have:

• StrongPython andSQLprogramming
• Strong skills inhigh qualitySW Developmentusing AI tools
• Priorknowledge and implementation of ELT pipelinesfor product quality analysis
• Experience with GitHub and Jira or equivalent tools
• Strongproblem-solvingskills - End to End ownership from problem definition to deriving the desired outcome
• Proventrack recordof analytical and systems engineering skills while dealing with complex systems and ambiguous AI functions
• Proventrack recordof root cause analysis in complex SW/HW systems
• Familiarity with analytical methods fordrivingbehavioral analysis
• Ability to creatively problem solve with limited supervision
• Motivated by a fast paced, challenging environment withhigh expectationsand quick turnarounds
• Ability to learn quickly, starting with little information and quickly becoming an expert in your domain
• Strong cross functional communication and collaboration skills
• Proven experience at communicating data driven decisions to leadership
• Passionate about robotics/AI complexities
• BS ,MS orPhD inEngineering or related discipline or equivalent combination education and experience

Bonus Points!

• Experiencewith AVs and/or Production grade robotics developmentsand AV/ADASsystems
• Experience with statistical methods forproduct evaluation and risk assessment
• Experience with developing data driven metrics

Compensation: The compensation information is a good faith estimate only. It is based on what a successful applicant might be paid in accordance with applicable state laws. The compensation may not be representative for positions located outside of New York, Colorado, California, or Washington.

• The salary range for this role: is $153,200 to $234,100. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
• Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
• Benefits: GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more

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