Embedded Software Systems Engineer – Hybrid, Flexible
Diabetes Youth Families
Staff Evaluation Systems Engineer – Autonomous Vehicles
General Motors
full-time
Posted on:
Location Type: Hybrid
Location: Mountain View • California • 🇺🇸 United States
Visit company websiteSalary
💰 $165,000 - $253,200 per year
Job Level
Lead
Tech Stack
PythonSQL
About the role
- 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 stack.
- Provide hands-on implementation of infrastructure solutions to assess AV performance from ELT tooling at GM from simulation and on-road data.
- Proactively scope and identify metrics needed to improve our evaluation workflows and devise paths for implementation if not available.
- Contribute to automated triage strategies for AV deficiencies in an End-to-End stack architecture and present findings to relevant 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 safety case and compliance with safety standards.
Requirements
- Strong Python and SQL programming
- Prior knowledge and implementation of ELT pipelines for product quality analysis
- Strong problem-solving skills - End to End ownership from problem definition to deriving the desired outcome
- Passionate about robotics/AI complexities
- 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
- Ability to creatively problem solve with limited supervision
- Motivated by a fast paced, challenging environment with high expectations and quick turnarounds
- Strong cross functional communication and collaboration skills
- Ability to learn quickly, starting with little information and quickly becoming an expert in your domain
- Proven experience at communicating data driven decisions to leadership
- BS, MS or PhD in Engineering or related discipline or equivalent combination education and experience.
Benefits
- Health insurance
- 401(k) matching
- Flexible working hours
- Paid time off
- Remote work options
- Relocation benefits
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonSQLELT pipelinesanalytical methodsroot cause analysissystems engineeringevaluation KPIsautomated triage strategiesperformance analysisproduct quality analysis
Soft skills
problem-solvingcross functional communicationcollaborationcreativityadaptabilityanalytical thinkingownershipmotivationquick learningpresentation skills
Certifications
BS in EngineeringMS in EngineeringPhD in Engineering
