Principal Engineer - ML Training Platform

November 13, 2024

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Motional

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Motional is a leading company in the development of autonomous vehicles, focusing on making driverless transportation a safe, reliable, and accessible reality. A joint venture between Hyundai Motor Group and Aptiv, Motional has been at the forefront of driverless technology for decades, creating SAE Level 4 autonomous vehicles for ride-hail and delivery services. The company emphasizes safety and innovation, leveraging advanced machine learning and automotive technology to build fully driverless vehicles that integrate smoothly into mobility networks, providing an enjoyable experience for daily transportation and deliveries.

1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

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.