Join us on our journey toward a world with zero crashes, zero emissions, and zero congestion.
Staff ML Infrastructure Engineer
Location
California
Posted
14 days ago
Salary
$189.3K - $290.7K / year
Seniority
Lead
Job Description
Staff ML Infrastructure Engineer
General Motors
• Lead the design, implementation, and deployment of scalable platforms and tools that drive machine learning model training and evaluation workflows across GM. • Own complex technical projects end-to-end, making key architectural decisions and technical trade-offs. • You will be a core contributor to team planning, design reviews, and code quality. • Take a holistic view of projects, considering their impact across multiple teams, and across a longer timeline. • Proactively drive technical prioritization. • Collaborate closely with partner teams to ensure maximum benefit from the systems we build. • Help shape our team through technical interviewing with high, well-calibrated standards, and play an essential role in recruiting. • Mentor and onboard junior engineers and interns, helping them grow their careers.
Job Requirements
- 5+ years of experience building large-scale distributed systems, applications, or advanced ML systems
- Proven track record of designing robust frameworks with high-quality, durable APIs
- Deep understanding of machine learning algorithms with hands-on application
- Expertise in building reliable, high-performance, and cost-efficient systems on modern cloud infrastructure
- End-to-end experience across the ML development lifecycle, including MLOps practices
- Strong cross functional collaboration skills across teams and organizations
- Exceptional coding skills in Python or C++
- Strong interest in autonomous driving and its transformative potential
- BS, MS, or PhD in Computer Science, Mathematics, or equivalent practical experience.
- Nice to have: Experience with distributed training methodologies
- Experience scaling ML training across large GPU/CPU clusters or other accelerators
- Familiarity with deep learning frameworks (e.g., PyTorch, TensorFlow)
- Experience with performance profiling and state-of-the-art training optimization techniques, including their impact on model performance
- Experience with advanced build systems (e.g., Bazel, Buck, Blaze, CMake)
- Proficiency with containerization and orchestration technologies (e.g., Docker, Kubernetes)
Benefits
- 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.
Related Guides
Related Categories
Related Job Pages
More Infrastructure Engineer Jobs
Senior Software Engineer, Infrastructure – Core Infra Systems
CoinbaseWe're building an open financial system for the world.
• Own cross-cutting infrastructure initiatives that span the AWS, GCP, and Networking pillars inside Core Infra Systems • Build and maintain self-service tooling and paved-road defaults • Partner with Compute, Infra Security, and Routing teams to embed guardrails into infrastructure provisioning • Drive infrastructure standardization across Coinbase's multi-cloud environment • Lead technical investigations and operational improvements across infrastructure boundaries
Especialista en Infraestructura Cloud
IRIUMLíderes en gestión de servicios integrados de infraestructuras y plataformas IT.
• Diseñar, implementar y operar infraestructuras cloud seguras, escalables y automatizadas.
• You’ll design, develop, test, and deploy SharePoint Online solutions using SharePoint Framework (SPFx), React, TypeScript, JavaScript, HTML, and CSS. • You’ll build and maintain custom web parts, extensions, application customizers, and reusable components and customize SharePoint sites, pages, lists, libraries, content types, and metadata structures to meet business requirements. • You’ll develop responsive and user-friendly interfaces that align with organizational standards and accessibility requirements and integrate SharePoint solutions with Microsoft 365 services using Microsoft Graph APIs. • You’ll develop solutions that connect SharePoint with Microsoft Teams, Outlook, OneDrive, and other Microsoft services and implement secure authentication and authorization using Microsoft Entra ID and OAuth 2.0. • You’ll design and implement automated business processes using Power Automate and develop and maintain Power Apps solutions integrated with SharePoint data sources. • You’ll create digital forms, approval workflows, notifications, and automated document routing processes and improve operational efficiency through process automation and workflow optimization. • You’ll develop REST API integrations between SharePoint and third-party enterprise applications and create Azure Functions and cloud-based services to extend SharePoint functionality and ensure secure and efficient data exchange between systems. • You’ll configure and manage SharePoint sites, permissions, groups, libraries, and lists and troubleshoot and resolve SharePoint application, workflow, and integration issues. • You’ll monitor system performance and implement improvements to enhance reliability and user experience and provide technical support and guidance to business users and project teams. • You’ll perform unit testing, system testing, and user acceptance testing and conduct code reviews and ensure adherence to development standards and best practices. • You’ll Identify and resolve defects throughout the software development lifecycle.
Senior Infrastructure Engineer
Referrals OnlyThoughtworks is a dynamic and inclusive community of bright and supportive colleagues who are revolutionizing tech. As a leading technology consultancy, we’re pushing boundaries through our purposeful and impactful work. For 30+ years, we’ve delivered extraordinary impact together with our clients by helping them solve complex business problems with technology as the differentiator. Bring your brilliant expertise and commitment for continuous learning to Thoughtworks. Together, let’s be extraordinary.
Role Description Infrastructure Engineers help clients build and evolve systems that client organizations use to deliver and run software. They are comfortable working within teams of people with diverse roles and levels of experience to find solutions that meet the needs of the organization. They combine technical expertise and understanding with consideration of different situational needs. They champion technical quality and effective ways of working as a means to better outcomes for clients, rather than an end in themselves. They help clients to understand agile ways of working and DevOps as a mindset for collaboration. - You will work within teams to launch projects through hands-on implementation, evaluate existing infrastructure, and drive continuous improvements. - You will collaborate with clients to explore their needs and build a technical roadmap with impactful solutions that support their business goals. - You will help shape and build the cloud and infrastructure practice through collaboration with other practitioners and internal teams. - You will ensure and build the controls and processes for continuous delivery, driving automation through all stages of infrastructure and applications. - You will take a proactive role in monitoring and ensuring that technical expectations of deliverables are consistently met on projects. - You will provide expertise and guidance in DevOps, cloud, platform, and infrastructure engineering both internally and at client sites. - You will establish trusting and thoughtful partnerships with the client’s engineering leadership. - You will suggest and adjust innovative solutions to overcome current constraints and business policies. Qualifications - You have deep proficiency in AWS, building solutions that involve services like AWS Lambda, AWS API Gateway, Step Functions, DynamoDB, RDS, and AWS Bedrock. - You bring strong Terraform experience for building and maintaining infrastructure modules. - You are highly skilled in Python for backend development, API design, and scripting. - You have mastery of GitHub Actions and GitHub Enterprise for building and maintaining workflows, secrets, and environments. - You possess solid SQL knowledge for database querying, optimization, and relational data management. - You are an expert with Git for version control, branching strategies, and collaborative workflows. - You can design enterprise or web-scale hosting platforms, applying DevOps philosophies, Agile methods, and Infrastructure as Code. - You understand infrastructure vulnerabilities, secrets management, network security, software supply chain security, and monitoring systems. - You like staying ahead of the curve; bonus points apply if you have experience with unit testing, automated testing tools, stress, and performance testing. Requirements - You genuinely enjoy interacting with teammates from across the business and have a knack for communicating technical concepts to nontechnical audiences. - You love creating robust, scalable, flexible, and relevant solutions that help transform businesses and industries. - You’re comfortable partnering directly with infrastructure technicians, support and network analysts, security analysts, system administrators, and/or IT managers to design technical strategies while simultaneously collaborating with senior IT groups in an advisory capacity. - You adapt effortlessly to uncertainty, embrace change, and confidently make decisions with limited information to achieve positive outcomes. Benefits - There is no one-size-fits-all career path at Thoughtworks: however you want to develop your career is entirely up to you. - Your career is supported by interactive tools, numerous development programs, and teammates who want to help you grow. - We see value in helping each other be our best and that extends to empowering our employees in their career journeys. Company Description Thoughtworks is a dynamic and inclusive community of bright and supportive colleagues who are revolutionizing tech. As a leading technology consultancy, we’re pushing boundaries through our purposeful and impactful work. For 30+ years, we’ve delivered extraordinary impact together with our clients by helping them solve complex business problems with technology as the differentiator. Bring your brilliant expertise and commitment for continuous learning to Thoughtworks. Together, let’s be extraordinary.



