ChatGPT Jobs · 1 day ago
Senior Machine Learning Engineer
Mountain View, CO
Full-time
Hybrid
Senior Level
$134K/yr - $236K/yr
5+ years expGeneral Motors is seeking a Senior Machine Learning Engineer to design and build scalable AI/ML platform infrastructure. The role involves collaborating with machine learning engineers and research scientists to develop state-of-the-art AI solutions and optimize model training performance.
Computer Software
Responsibilities
Design and development of scalable, reliable, high-performance ML framework to support model training at scale
Model training performance analysis and optimization solutions to scale distributed training workflows and maximize resource utilization across heterogeneous hardware environments, and save cost
Raise the bar on system observability, debuggability, and operational excellence, and user experience
Collaborate with cross-functional teams to integrate new features and technologies into the platform
Qualification
Required
Bachelors or higher degree in Computer Science or equivalent major or equivalent experience
5+ years professional software engineering experience
2+ years specialized experience in AI/ML infrastructure, e.g., enabling distributed training for scaling large ML models
Strong programming skills in Python, with proficiency in frameworks such as, PyTorch (prefered), TensorFlow, or similar
Experience with distributed computing, GPU computing, and cloud environments (AWS, GCP, Azure)
Willingness to travel to Sunnyvale, CA as needed
Comfortable working in highly ambiguous and dynamic environments
Preferred
Self-motivated, strong execution, impact-delivering oriented
Extensive knowledge and experience with PyTorch 2.x+ and distributed training framework
Experience with design and development of training framework that supports FSDP, Pipeline Parallelism and other scalable solutions to training large foundational models
Experience with profiling, analysis, debugging and optimizing training and dataloading performance
Excellent communication skills to resolve controversial, make consensus, communicate risks and give constructive feedback
Benefits
Medical
Dental
Vision
Life
Retirement
PTO
Company
ChatGPT Jobs
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2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase