Michigan IT Jobs

Mobile michigan-jobbank Logo

Job Information

General Motors ML Engineer in Warren, Michigan

About GMThere's never been a more exciting time to work for General Motors.To achieve our vision of a world with Zero Crashes, Zero Emissions and Zero Congestion, we need people to join us who are passionate about creating safer, better and more sustainable ways for people to get around. This bold vision won't happen overnight, but just as we transformed how the world moved in the last century, we are committed to transforming how we move today and in the future.Why Work for UsOur culture is focused on building inclusive teams, where differences and unique perspectives are embraced so you can contribute to your fullest potential as you pursue your career. Our locations feature a variety of work environments, including open work spaces and virtual connection platforms to inspire productivity and flexible collaboration. And we are proud to support our employees volunteer interests, and make it a priority to join together in efforts that give back to our communities.Job DescriptionIn recent years, GM Information Technology has successfully executed the largest IT transformation in the history of the automotive industry, fully insourcing what once was a nearly completely outsourced IT function. Today GM IT is a dynamic and fast paced organization that designs, develops and maintains all IT infrastructure, applications and solutions enabling GM's global operations. From designing and building the next generation of electric and other vehicles to developing a world-class GM experience for our dealers and customers, GM IT is driving real change in the most iconic automaker on the planet. Our team delivers unique enterprise-wide IT solutions in cutting-edge technologies such as mobility, telematics, mission-critical business systems, supercomputing, cloud, vehicle engineering and real-time computing. We offer challenging positions for passionate professionals looking to advance their careers and be a part of an IT organization focused on innovation, speed and business value.The ML Engineering Team is developing and operating an efficient ML Platform for automated driving development.We're looking to hire a ML Engineer to join a high performing team of existing software developers to help us run our ML algorithms at scale.You will:* Design, build, and maintain the core machine learning capabilities, services and platforms used by all of General Motors' autonomous vehicle development teams.* Design and implement end-to-end machine learning pipelines accounting for the variability in data sources and collection policies, data analysis and feature extraction methodologies, modeling frameworks and serving infrastructure* Work with a wide range of systems, processes and technologies to own and solve problems from end-to-end.* Scrutinize and communicate clearly the technology and architecture choices we make.* Implement integrated monitoring of model performance for reliability and maintenance.* Continuously improve ML processes, tools and standards.Additional Job DescriptionWe're looking for someone who has:* 2+ years of software development, MLOps engineering or technical architectural experience.* Experience in orchestrating Machine Learning solutions to production at scale.* Applied background in machine learning platform development, software development, CI/CD and deployment patterns.* Experience in Data and ML Orchestration, Containerization, GPU Infrastructure, MLFlow, TensorBoard* Skills: Golang, Python, Docker, Kubernetes, ML Algorithms* Strong Candidates will be knowledge