ML Infrastructure Engineer for Autonomous Driving Platform

Socket.dev; Mountain View (CA); On-site; USD 160,000 - 241,000; Full time

Job summary

Nuro is seeking an ML Infrastructure engineer to help design, build, and deploy core ML infrastructure for autonomy teams. You will work across the full stack of ML solutions, from data pipelines to deploying models on Nuro’s fleet of self-driving robots.

The role emphasizes performance, scalability, and distributed systems while collaborating with multiple teams to advance autonomous technology and safety. Competitive compensation and benefits accompany the position.

Qualifications

• Degree in BS, MS, or PhD with 1+ years of relevant experience.
• Strong proficiency in Python; familiarity with C++.
• Technical excellence: high performance, scalability, and code quality.
• Domain experience: ML pipelines and distributed systems understanding.
• Independence and productivity: able to learn quickly and tackle complex systems.

Responsibilities

• Design and develop ML workflow pipelines to train, optimize, validate, and deploy ML models.
• Develop and maintain continuous testing and monitoring for core ML infrastructure components.
• Develop observability to track ML model lifecycles from data generation to on-road validation.
• Maintain an in-house ML inference platform to serve large language models efficiently.
• Maintain an in-house ML compiler platform to deploy and validate models on various hardware.

Skills

Python

C++

Distributed systems

Code quality

Education

BS/MS/PhD in CS or related

Tools

TensorFlow

PyTorch

Git

Job description

Nuro is seeking an ML Infrastructure engineer to help design, build, and deploy core ML infrastructure for autonomy teams. You will work across the full stack of ML solutions, from data pipelines to deploying models on Nuro’s fleet of self-driving robots.

The role emphasizes performance, scalability, and distributed systems while collaborating with multiple teams to advance autonomous technology and safety. Competitive compensation and benefits accompany the position.