General Motors

Software Engineer, Metrics Frameworks

General Motors$123K — $189K *
Transportation
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of industry experience in software or data engineering.
  • Proficiency in Python for production applications, including unit testing and code reviews.
  • Familiarity with OLAP databases and SQL technologies like Big Query and Databricks.
  • Experience with data orchestration tools such as Airflow and DBT.
  • Background in developing scalable software solutions capable of processing petabytes of data.
  • Knowledge of real-time performance monitoring and time-series data analysis.
  • Bachelor's degree in a relevant engineering field.

Responsibilities

  • Lead the design and development of data quality monitoring tools.
  • Implement scalable automation for data ingestion and inspection processes.
  • Optimize data processing pipelines for rapid insights on AV testing.
  • Collaborate with cross-functional teams to enhance data reliability and developer productivity.
  • Work with engineering teams to facilitate metrics-driven decision-making.
  • Ensure high standards in code quality and system architecture through reviews.

Benefits

  • Comprehensive health and wellbeing programs including medical, dental, and vision.
  • Retirement savings plans with company contributions.
  • Tuition assistance programs for continuous learning.
  • Employee assistance programs and generous paid vacation policy.
  • Discounts on GM vehicles for employees and their families.
Full Job Description
Job Description

The Role

As a Software Engineer on the Metrics Frameworks team, you will lead the development of tooling to monitor and improve our pipelines' data quality. These pipelines support road event monitoring, data mining and training, and simulation metrics. We are seeking an experienced software/data engineer to build telemetry, data quality inspection tooling, dashboards, and alerting that establish 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.

What You'll Do

  • 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, debugging, 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.


Your Skills & Abilities

  • 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 data orchestration and transformation tools like Airflow, DBT, etc


  • Experience developing scalable software and data solutions used by many developers and stakeholders and capable of processing petabytes 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


What Will Give You A Competitive Edge

  • 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


Compensation

  • The salary range for this role is $123,200 and $189,100. 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.


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.


About General Motors

General Motors Company engages in the manufacture and sale of cars and trucks in the United States, China, Brazil, Germany, the United Kingdom, Canada, and Italy. It offers sedans, crossovers, sport utility vehicles, pick-up trucks, coupes, sports/convertibles and hybrid vehicles, hatchbacks/wagons, and vans, as well as mini cars in India. The company also provides parts and accessories, such as iPod and MP3 compatibility, mobility accessories, performance parts, AC parts and services, and merchandise. In addition, it offers vehicle safety, security, and information services. The company provides used vehicles. It offers its products through dealers and distributors. General Motors Company was formerly known as NGMCO, Inc. and changed its name to General Motors Company in July 2009. The company was incorporated in 2009 and is based in Detroit, Michigan. It operates manufacturing facilities in India, the United States, and Canada. General Motors Company operates as a subsidiary of the United States Department of The Treasury. General Motors led global vehicle sales for 77 consecutive years from 1931 through 2007, longer than any other automaker, and is currently among the world's largest automakers by vehicle unit sales. General Motors acts in most countries outside the USA via wholly-owned subsidiaries but operates in China through 10 joint ventures. GM's OnStar subsidiary provides vehicle safety, security, and information services. In 2009, General Motors shed several brands, closing Saturn, Pontiac, and Hummer, and emerged from a government-backed Chapter 11 reorganization. In 2010, GM made an initial public offering IPOs to date and returned to profitability later that year.

General Motors Careers

Join the dynamic team at General Motors, a global leader in automotive innovation and technology. At General Motors, we offer unparalleled job opportunities that propel your career forward while contributing to a legacy of engineering excellence.

Work You’ll Do

Embark on a career with General Motors to drive the future of mobility. Our team is dedicated to redefining the automotive landscape through innovation and leadership in electric vehicles and sustainable solutions. By joining us, you will be part of a culture that values diversity, teamwork, and continuous professional growth.

Transform Your Career

General Motors is not just a company; it's a community where you can grow your skills alongside the best in the industry. Our leadership is committed to providing every employee—from interns to senior professionals—with opportunities for career advancement, leadership development, and diversity training.

Innovate and Lead

At General Motors, innovation is at the core of everything we do. From research and development to manufacturing, our teams work collaboratively to lead the industry with cutting-edge technologies and sustainable practices. We encourage our employees to think big and push the boundaries of what’s possible.

Join Our Global Team

As part of our global workforce, you will collaborate with talented individuals who are passionate about shaping the future of transportation. General Motors offers a variety of career paths in engineering, design, IT, marketing, and more. With over 155,000 employees worldwide, our network provides expansive opportunities for networking and professional development.

Internship Programs and Employment Benefits

Start your career journey with a General Motors internship, where you can apply your academic knowledge to real-world projects. Our internships provide a robust foundation in the automotive industry, with mentorship from experienced leaders. Full-time employees enjoy a wealth of benefits, including comprehensive health care, retirement plans, and performance bonuses, ensuring that your hard work is rewarded.

Explore Job Opportunities

Whether you’re a seasoned professional or a recent graduate, General Motors offers positions that leverage your unique skills. Our hiring process is designed to identify and nurture talent, focusing on aligning your capabilities with the right opportunities for growth within the company.

Stay Connected

Join Our Team Search open positions that match your skills and interests. At General Motors, we look for innovative, driven, and solution-oriented team players. Explore the possibilities that await you in a career at General Motors.

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Customize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. Discover the exciting and rewarding career opportunities available at General Motors. Embark on a journey of growth, innovation, and leadership at General Motors. Shape your future in an environment that fosters diversity, learning, and the pursuit of excellence. Join us and redefine the roads of tomorrow.
Learn more about General Motors
Size
157,000 employees
Market Cap
$46.9 billion
Industry
Net Income
$6.4 billion
Founded
1908
5 Year Trend
-3.2%
Revenue
$122.4 billion
NASDAQ

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