Senior Software Systems Engineer, Autonomous Vehicles - Metrics & Evaluation

TheRole

You will be part of a team thatdrivessystematic and data-drivenimprovementstotheAutonomous Vehiclesoftwareby designing, implementing, andmaintainingrobustprocesses for evaluation andvalidationof our AVs.To achieve thisobjective,we are looking for a highly motivated individual with excellent analytical skills to own end to end execution,methodologyimprovementsand insight articulation/communicationto ensurehigh-qualityevaluation and releaseof ourEnd-to-End ML Stack.

In this position, you will work closely withAI/ML Engineers,Simulation Engineers,Systems Engineers,Product Managers toidentify, analyze,monitorand prioritize the most important signals to assessperformance of our ML based stackleveragingsimulationand on-roaddata and building scalable processesto evaluate compliance to our KPIs.

Ifyou'reinterested in having a major impact on accelerating AV BehavioralEvaluationassessmenton ML-driven autonomythroughcreative problem solving,let'schat!

Whatyou’llbe 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