[Remote] Senior Machine Learning Engineer at General Motors

United States

General Motors Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Automotive, BiotechnologyIndustries

Skills

Key technologies and capabilities for this role

ML Training InfrastructureAI/ML platform infrastructureDistributed trainingModel trainingGPU computingCloud environmentsAWSGCPAzurePythonPyTorchTensorFlowSoftware engineeringSystem observabilityDebuggingOperational excellence

Questions & Answers

Common questions about this position

What is the salary range for this Senior Machine Learning Engineer position?

The salary range for this role is $134,000 to $235,900, based on what a successful applicant might be paid in accordance with applicable state laws, and may not be representative for positions outside the California Bay Area.

Is this position remote or does it require travel?

The role requires willingness to travel to Sunnyvale, CA as needed, but no specific remote or office policy is detailed.

What are the key required skills for this role?

Required skills include 5+ years of professional software engineering experience, 2+ years in AI/ML infrastructure with distributed training, strong Python programming with PyTorch or TensorFlow, and experience with distributed computing, GPU computing, and cloud environments like AWS, GCP, or Azure.

What is the work environment like at General Motors for this role?

The role involves working in highly ambiguous and dynamic environments, collaborating closely with machine learning engineers, research scientists, and cross-functional teams.

What makes a candidate stand out for this Senior ML System Engineer position?

Candidates with a competitive edge have self-motivation, strong execution focus, extensive PyTorch 2.x+ experience, knowledge of scalable training solutions like FSDP and Pipeline Parallelism, profiling and optimization skills, experience with tools like Apache Parquet, Ray, and C++ programming, plus excellent communication skills.

General Motors

Designs, manufactures, and sells vehicles

About General Motors

General Motors designs, manufactures, and sells vehicles and vehicle parts, catering to individual consumers, businesses, and government entities. The company operates in both traditional internal combustion engine vehicles and the growing electric vehicle (EV) market, generating revenue through vehicle sales and financing services. GM stands out from competitors with its commitment to community service, sustainability, and diversity, as evidenced by a majority female Board of Directors. The company's goal is to balance traditional automotive manufacturing with technological advancements in electric and autonomous vehicles.

Detroit, MichiganHeadquarters
1908Year Founded
$486.7MTotal Funding
IPOCompany Stage
Automotive & Transportation, Financial ServicesIndustries
10,001+Employees

Benefits

Paid Vacation
Paid Sick Leave
Paid Holidays
Parental Leave
Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
401(k) Company Match
401(k) Retirement Plan
Tuition Reimbursement
Student Loan Assistance
Flexible Work Hours
Discount on GM vehicles

Risks

Shutting down Cruise Robotaxi may affect investor confidence in GM's AV strategy.
Chevrolet Equinox EV recall could harm GM's safety reputation.
Leadership transition in design may disrupt continuity and brand identity.

Differentiation

GM's Dynamic Fuel Management system enhances fuel efficiency in traditional vehicles.
GM leads in board diversity with 55% women directors.
GM's pivot to personal autonomous vehicles aligns with consumer trends.

Upsides

Partnership with Nvidia boosts GM's autonomous vehicle technology capabilities.
Collaboration with ChargePoint expands EV charging infrastructure, enhancing consumer appeal.
Bryan Nesbitt's appointment as design head may bring innovation to GM's vehicle design.

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