Software Engineer – Autonomy Evaluation
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Job Location:
Sunnyvale, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
Yesterday
Vacancies:
1 Vacancy
Job Summary
Job Description
General Motors is a global leader in advanced driverassistance. With Super Cruise hands-free technology in more than 500000 Super Cruise-equipped vehicles on the road and over 700 million handsfree miles driven GM is proving that automation can be trusted intuitive and helpful. GM has the global reach to bring cuttingedge advances to everyday drivers atan unprecedentedscale. Join us to help deliver the next generation of safe and delightful personal autonomous vehicle experiences.
The Evaluation team builds and evolves the evaluation ecosystem that powers developing and scaling GMs autonomous driving technology. We develop metrics automated workflows and analysis approaches that enable data-driven decisions across AV development and verification. Partnering with Autonomy Simulation Systems and Safety teams we act as system-level integrators and arbiters of end-to-end AV quality. We own large scale test scenario libraries continuous evaluation pipelines and critical risk assessment and release gating components treating road testing data mining training and metrics as first-class use cases in a unified analytics framework. By joining this team you will help shape GMs core evaluation platforms turn system-level results into clear feedback and help accelerate validated AV deployment at scale.
WhatYoullDo
Designand implementanalysis algorithmsthatsummarizeaggregateand clustermetrics produced by simulations of the autonomy stack
Build andmaintainGMs primary autonomyevaluationdashboards and reportsthat provide clear explainable insights to engineering and leadership including trend analysis drift detection and scenario coverage.
Leveragevision-language models (VLMs)andlarge language models (LLMs)to classify autonomy performancecritical scenarios and prioritize validation efforts integrating human-in-the-loop whereappropriate.
Maintain a high technical standard through architectural design code reviews and by following software-engineering best practices.
Interface with cross-org partners to articulate requirements resolve handoff issues and share best practices.
Your Skills & Abilities (Required Qualifications)
1yearsapplied experience indata analysis ML evaluation or autonomy analytics working with large-scale datasets and statistical methods.
ProficiencywithPandasNumPySciPyand plotting/visualization libraries.
Bachelors or higher degree inComputer ScienceData ScienceMechanical or Aerospace Engineering or equivalent practical experience.
What Will Give You a Competitive Edge (Preferred Qualifications)
A strong understanding of how to visualize quantitative information effectively and transparently.The ability to decompose a multi-dimensional space into something consumable.
Experience evaluatingroboticssystemsor autonomous vehicles including sensor data (camera lidar radar) and time-series analysis.
A strong curiosity to question anomalous data and root-cause discrepancies
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.)
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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.
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Required Experience:
IC
Key Skills
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.
