Senior Software Systems Engineer, Autonomous Vehicles Metrics & Evaluation
Job Location:
Sunnyvale, CA - USA
Yearly Salary:
Posted:
Application Deadline:
Vacancies:
Job Summary
Job Description
TheRole
You will be part of a team thatdrivessystematic and data-drivenimprovementstotheAutonomous Vehiclesoftwareby designing implementing andmaintainingrobustprocesses for evaluation andvalidationof our AVs.To achieve thisobjectivewe are looking for a highly motivated individual with excellent analytical skills to own end to end executionmethodologyimprovementsand insight articulation/communicationto ensurehigh-qualityevaluation and releaseof ourEnd-to-End ML Stack.
In this position you will work closely withAI/ML EngineersSimulation EngineersSystems EngineersProduct Managers toidentify analyzemonitorand prioritize the most important signals to assessperformance of our ML based stackleveragingsimulationand on-roaddata and building scalable processesto evaluate compliance to our KPIs.
Ifyoureinterested in having a major impact on accelerating AV BehavioralEvaluationassessmenton ML-driven autonomythroughcreative problem solvingletschat!
Whatyoullbe 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 insightssummariesand recommendations toAV developersand executivesbased on continuous analysis of AV performance.
Define andmaintainscalable processes toidentifymonitorandimproveevaluationKPIs 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 $153200 to $234100. 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
About GM
Our vision is a world with Zero Crashes Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better safer and more equitable for all.
Why Join Us
We believe we all must make a choice every day individually and collectively to drive meaningful change through our words our deeds and our culture. Every day we want every employee to feel they belong to one General Motors team.
Benefits Overview
From day one were looking out for your well-beingat work and at homeso you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex race color national origin citizenship status religion age disability pregnancy or maternity status sexual orientation gender identity status as a veteran or protected veteran or any other similarly protected status in accordance with federal state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required where applicable to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more visit How we Hire.
Accommodations
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Required Experience:
Senior IC
About Company
GM is home to Chevrolet, Buick, GMC & Cadillac and has been leading the auto industry for over a century. See how we create a vehicle for every drive.
