Senior ML Engineer, Multimodal Data Mining

Motional; Pittsburgh (Allegheny County); On-site; USD 110,000 - 150,000; Full time

Job summary

Motional, located in Pittsburgh, is seeking a Senior Machine Learning Engineer for its Data Mining team. You will architect teacher-student models for multimodal sensor data and contribute to the development of reinforcement learning systems aimed at enhancing data discovery for autonomous vehicles.

This pivotal role will involve collaboration with various engineering teams to optimize model deployment and ensure the reliability of our ML operations, driving significant advancements in autonomous driving technology.

Qualifications

• Experienced in large-scale representation learning and model distillation.
• Proven track record in deploying ML models in production.
• Skilled in reinforcement learning techniques and workflows.

Responsibilities

• Design and implement teacher-student model frameworks for multimodal sensor data.
• Develop RL-based systems for data discovery in autonomous driving.
• Collaborate with engineers to optimize model deployment in real-time.

Skills

Architecting and Training Distilled Models

Reinforcement Learning (PPO, DQN)

Model Deployment Optimization

Mentorship and Collaboration

Education

Master's or PhD in Computer Science, ML, or related field

Tools

Python

TensorFlow or PyTorch

Docker

Job description

Motional, located in Pittsburgh, is seeking a Senior Machine Learning Engineer for its Data Mining team. You will architect teacher-student models for multimodal sensor data and contribute to the development of reinforcement learning systems aimed at enhancing data discovery for autonomous vehicles.

This pivotal role will involve collaboration with various engineering teams to optimize model deployment and ensure the reliability of our ML operations, driving significant advancements in autonomous driving technology.