ML Engineer, Autonomy – Planning & Prediction

Motional; Pittsburgh (Allegheny County); On-site; USD 271,000 - 373,000; Full time

Job summary

Motional seeks a distinguished Machine Learning Engineer to join its Autonomy team in Behaviors. You will develop key features for our autonomous driving platform, applying ML to prediction, planning, and control problems with hands-on experience and deep knowledge of ML.

The role emphasizes strong research and software development skills and collaboration with diverse teams. The position focuses on deep learning methods, large-scale production ML systems, and documentation of experimental

Qualifications

• Hands-on experience building ML systems for autonomous vehicles or robotics
• Strong understanding of deep neural networks and domain adaptation is desirable
• Excellent communication and collaboration skills

Responsibilities

• Research, implement, and evaluate deep-learning methods for prediction and planning
• Design, run, and analyze experiments to evaluate solutions on real-world data
• Collaborate with system software engineers to deploy ML models at scale
• Communicate and collaborate with multi-functional teams

Skills

LLMs & transformers

Production ML systems

Leadership

DL training/inference

ML foundations math

Education

BS/MS/PhD in CS/EE/Math

Tools

PyTorch

TensorFlow

TensorRT

Job description

Motional seeks a distinguished Machine Learning Engineer to join its Autonomy team in Behaviors. You will develop key features for our autonomous driving platform, applying ML to prediction, planning, and control problems with hands-on experience and deep knowledge of ML.

The role emphasizes strong research and software development skills and collaboration with diverse teams. The position focuses on deep learning methods, large-scale production ML systems, and documentation of experimental