Senior/Staff Software Engineer, ML Inference Platform

📋 Description

• Design and build ML workflow pipelines to train, optimize, validate, and deploy Nuro autonomy
• Develop and maintain continuous testing and monitoring systems for core ML infrastructure
• 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 compile, deploy, and validate Nuro autonomy models to

🎯 Requirements

• You have a degree in BS, MS.c or Ph.D and 3+ years of relevant experience
• Strong proficiency in Python or similar languages. Familiarity with c++.
• Technical excellence: Develop with a high standard for performance, scalability, and code quality.
• Domain experience: Experience working with ML pipelines; ability to understand and design complex
• Independence and productivity: Ability and willingness to dive into unfamiliar territory, learn

🎁 Benefits

• Bonus Points: Strong proficiency in C++ or other high-performance low-level languages
• Bonus Points: Experience working with large-scale distributed systems
• Bonus Points: Experience with system & framework design
• Bonus Points: Experience with data workflow orchestration platforms
• Bonus Points: Experience with ML compilers