Software Engineer, Metrics Frameworks

GM • Mountain View, CA

8h

About The Position

As a Software Engineer on the Metrics Frameworks team, you will lead the development of tooling to m onitor and improve our pipeline s ’ data quality . These pipelines support road event monitoring, data mining and training, and s imulation metrics . We are seeking an experienced software/data engineer to build telemetry, data quality inspection tooling, dashboards , and alerting that e stablish guardrails on data quality (e.g., delay, accuracy, completeness). Your work will increase confidence in our data and downstream metrics for internal customers . These metrics will support and accelerate feature design, prioritization, and development, as well as evaluate the impact of newly released features . About the Organization: The Metrics Frameworks team falls within t he Simulation, Evaluation, and Data organization , which is dedicated to advancing the development of autonomous vehicles through c utting-edge simulation technologies. The Metrics Frameworks team focuses on creating, maintaining , and evolving the analyti cs framework that supports GM's goal of safe, high-performing, and scalable driverless technology. The team delivers robust and scalable tools that facilitate data-driven dec ision-maki ng throughout the AV feature development lifecycle. We collaborate closely with Simulation Evaluation, Embodied AI, and System and Test Engineering teams , enhanc ing productivity across the organization by developing automation tools and shared libraries . We are accountable for the performance, reliability, and scalability OKRs of the analytics framework. This includ es, but is not limited to : developing customized analytics wor kflows ; improving operational telemetry and dashboards to track relevant KPIs for prioritization ; and identifying , designing, and implementing solutions to achi eve key res ults.

Requirements

• Experience with writing Python in a production environment (unit testing, code review, algorithm performance and tradeoffs, etc.)
• Experience with OLAP databases and SQL related technologies ( e.g., Big Query, Databricks, DuckDB , etc )
• Experience with d ata orchestration and transformation tools like Air f low , DBT, etc
• Experience developing scalable software and data solutions used by many developers and stakeholders and capable of processing peta bytes of data
• Experience with time-series data analysis and online performance monitoring tools
• Experience developing automation scripts (Python and Bash scripts)
• BS in Computer Science, Computer Engineering, Electrical Engineering, Mechanical Engineering, or Aerospace Engineering
• 5 + years of industry experience
• Strong organizational and communication skills

Nice To Haves

• Familiarity with ROS, Python bindings for C++, and plotting/visualization libraries
• Experience working in the Autonomous Vehicle or Robotics industry
• Experience with full-stack languages and frameworks, such as Nest.js, React, Django, etc.
• Knowledge of machine learning frameworks and their application in testing automation and metrics generation .
• Experience building high performance framework / infrastructure and performance optimization in C++
• Experience working within a monorepo and using Bazel

Responsibilities

• Lead the design, implementation, and roadmap development for tooling that monitors data quality from various sources (simulation, road, etc.) and empowers users to debug data issues and build quantitative analysis pipelines .
• Accelerate the team’s effectiveness by designing and implementing scalable automation tools for inspecting data ingestion , processing, inspection, debu gging, and performance monitoring.
• Build and optimize data processing pipelines to handle large volumes of testing data , enabling low-latency insights for AV testing performance.
• Collaborate with other frameworks and data infra teams to build and deploy tools that improve developer productivity and data reliability .
• Work closely with autonomous vehicle engineering teams to enable rapid iteration, model feedback, and metrics-driven decision-making.
• Maintain a high technical bar for code quality and system design through architectural and code reviews.

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.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level