Job Details

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Job Description

Role: As an AI/ML Engineer on the Metrics Frameworks team, part of the Simulation, Evaluation, and Data organization, you will be an individual contributor focused on developing and optimizing infrastructure to accelerate autonomous vehicle development, testing, and deployment by creating specialized analytics frameworks and tools.

We are seeking experienced software engineers to build analytical frameworks and tools that empower internal users to construct quantitative analysis pipelines and develop metrics. These metrics will support and accelerate feature design, prioritization, and development, as well as evaluate the impact of recently released features.

Our analytics framework equally supports road event monitoring, data mining and training, and simulation metrics.

About the Organization: The Simulation, Evaluation, and Data organization is dedicated to advancing the development of autonomous vehicles through cutting-edge simulation technologies.

The Metrics Frameworks team within this organization focuses on creating, maintaining, and evolving the analytics framework that supports GM's goal of safe, high-performing, and scalable driverless technology.

What You'll Do:

• Create tooling that can receive signals from various sources and allow users to easily build quantitative analysis pipelines to extract usable insights.
• Accelerate team's effectiveness and efficiency by designing and implementing scalable automation tools for test creation, data collection and analysis, debugging, and performance monitoring.
• Design and implement extensible and well-tested shared libraries that will be used by many engineers across the organization.
• Collaborate with other frameworks and data infra teams to build and deploy tools to improve productivity.
• Work closely with autonomous vehicle engineering to enable rapid development and model feedback.
• Maintain a high technical standard for code quality on the team, through architectural design and code reviews.

Your Skills & Abilities:

• Experience developing scalable software solutions that will be used by many developers
• Experience writing Python and C++ in a production environment.
• Experience developing automation scripts.
• BS in Computer Science, Electrical Engineering, Mechanical Engineering, or Aerospace Engineering
• 5+ years of industry experience
• Strong organizational and communication skills

What Will Give You A Competitive Edge:

• Experience with SQL and related tools/tech.
• Experience with time-series data analysis and online performance monitoring tools
• Experience building high performance framework / infrastructure and performance optimization in C++/Python
• Familiarity with ROS, Pandas, Python bindings for C++, and plotting/visualization libraries
• Familiarity with Data orchestration and transformation tools

Compensation: The salary range for this role is ($118,000 and $188,400).

Hybrid: This role is categorized as hybrid.

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.

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.