Motional ยท 16 hours ago
Senior Engineer, ML Training Platform
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AutomotiveAutonomous Vehicles
Growth Opportunities
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Responsibilities
Design, build and maintain scalable ML data processing, model training solutions in the AWS cloud infrastructure environment utilizing Kubernetes
Design, prototype, and implement solutions in our ML codebase (Python, Pytorch) and platform codebase (Go and Ray)
Perform training and model performance optimization with various GPUs to improve model training speed and efficiency.
Communicate with machine learning engineers to identify obstacles and prioritize solutions
Qualification
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Required
4+ years of strong Python coding skills
Hands-on experience with popular ML frameworks (PyTorch or TensorFlow)
Experience designing, developing and maintaining production systems in AWS cloud with Kubernetes
Experience with CPU and GPU performance optimization
Ownership of projects through requirements gathering, design, and implementation phases
Proven track record of operating highly-available systems at scale
Preferred
Hands-on experience with Ray in large scale environments
Knowledge or hands on experience with Go
Experience with ML data processing for large-scale deep learning training.
Experience working with large datasets and big data technologies
Company
Motional
Motional offers an autonomous driving platform for robotaxi providers, fleet operators, and automotive manufacturers.
Funding
Current Stage
Late StageTotal Funding
unknown2024-05-03Acquired
2024-03-15Seed
Recent News
2024-06-04
Business Journals
2024-05-31
2024-05-24
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