Staff Evaluation Systems Engineer, Autonomous Vehicles

Job description

**Job Description**

**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 Y** **ou’ll** **Do:**

+ 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 infrastructuresolutionsto 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-Endstack 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.

**Your Skills & Abilities:**

+ 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

**What Will Give You** **A** **Competitive Edge:**

+ Experience with statistical methods for product evaluation and risk assessment

+ Experience with developing data driven metrics

+ Experience with GitHub and Jira or equivalent tools

+ Experience with robotics and AV/ADASsystems

**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 $165,00 to $253,200.

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.

**Remote:** This role is based remotely but if you live within a 50-mile radius of Atlanta, Austin, Detroit, Warren, Milford or Mountain View, you are expected to report to that location three times a week, at minimum.

**Relocation:** This job may be eligible for relocation benefits.



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Required Skill Profession

Other General