Senior Software Engineer, Machine Learning Tools

Summary

Join Motional's Machine Learning Tools team and contribute to the development and maintenance of an advanced in-house machine learning ecosystem for building, training, and deploying models for autonomous vehicles. Collaborate with other teams to innovate and advance deep learning techniques. Support the development of an automated pipeline for training, evaluating, and deploying machine learning models. Participate in designing and developing scalable ML infrastructure using K8s and Ray. Implement metrics infrastructure for model performance evaluation. Deploy models to vehicles and assess their performance. Work closely with Machine Learning teams to enhance tools and processes throughout the ML development lifecycle. Motional offers a competitive salary and benefits package.

Requirements

• Bachelor's or Master's degree in Machine Learning, Computer Science, or a related field, with relevant experience
• 3+ years of hands-on experience with Python
• Familiarity with deep learning frameworks such as PyTorch
• Experience with distributed computing frameworks like K8s and Ray
• Strong knowledge of software engineering principles
• A passion for self-driving technology

Responsibilities

• Support the development and maintenance of an automated, distributed pipeline for training, evaluating, and deploying machine learning models to vehicles
• Participate in the design and development of scalable ML infrastructure utilizing K8s and Ray
• Implement metrics infrastructure for model introspection and performance evaluation
• Deploy models to vehicles and assess their performance using relevant metrics
• Work closely with Machine Learning teams to enhance tools and processes throughout the ML development lifecycle

Preferred Qualifications

• Proficiency with PyTorch
• Experience in designing, training, and deploying neural networks
• Solid understanding of K8s and Ray and using them in daily work
• Background in autonomous vehicle development

Benefits

• Medical, dental, vision
• 401k with a company match
• Health saving accounts
• Life insurance
• Pet insurance