Principal Engineer - ML Training Platform

2 days ago

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Description

• Design, build and maintain scalable ML data processing, model training solutions in the AWS cloud infrastructure environment utilizing Kubernetes • Perform training and model performance optimization with various GPUs to improve model training speed and efficiency. • Leverage Pytorch and Ray deep learning frameworks to operate highly-available systems at scale • Drive the execution of technical programs and ensure milestone delivery • Actively manage and mitigate technical risks

Requirements

• 6+ years of Python software development experience. • Hands-on experience with popular ML frameworks (PyTorch or TensorFlow) • Hands-on experience with scaling ML systems • Practical experience with large scale AWS cloud infrastructure utilizing Kubernetes. • Strong problem solving skills and ability to evaluate challenges with an objective, data-driven approach • Excellent programming and software design skills, including debugging, performance analysis, and test design • Proven track record of operating highly-available systems at scale • Strong collaboration and mentorship skills

Benefits

• medical • dental • vision • 401k with a company match • health saving accounts • life insurance • pet insurance • and more.