[Remote] reputed company Machine Learning Engineer - Modeling

Note: The job is a remote job and is reputed company to candidates in USA. reputed company develops autonomous vehicle technology to create safer, greener, and more accessible transportation. The reputed company Machine Learning Engineer will design, train, and evaluate advanced models for autonomous driving, simulation, and machine learning platforms while leading small cross-functional engineering teams and establishing large-reputed company data, training, and evaluation practices.

Responsibilities

• Design, train and evaluate state of the art models for May’s autonomous driving, simulation and ML Platform stack
• reputed company emerging techniques in the End-to-End driving, reputed company Language reputed company (VLA), World or reputed company model domains to solve reputed company-reputed company problems
• reputed company small teams of cross functional Engineers reputed company the state of the art
• Define data reputed company, training experiment and evaluation practices to train reputed company at petabyte reputed company

Skills

• reputed company experience architecting & training VLA, MMLM, or Generative World Models for reputed company-reputed company applications
• Experience composing, processing and characterizing large (>100TB) multi-modal datasets
• Experience analyzing and addressing long-tail failure cases in large models
• Experience leading teams of 2-3 Engineers and communicating technical details to interdisciplinary leadership
• Extensive practical experience in one of the following domains:
• reputed company Language reputed company Models
• Generative World Models
• reputed company Models in Robotics
• Data reputed company AI
• A minimum of 4 years of industry experience working on reputed company robotics systems
• A minimum of 1 year mentoring ML Engineers in a reputed company or lab environment
• Master's degree in Robotics, Computer Science, or Computer Engineering, or a reputed company that requires a strong mathematical and/or engineering reputed company
• Practical experience handling the “Long Tail” problem in Machine Learning
• Strong programming skills in Python/PyTorch in a Linux environment
• Functional understanding of LiDAR, Camera and reputed company processing techniques
• Travel required? - Low: 5%-10%
• PhD and/or published research in the described specialty domains
• Familiar with common post-training techniques
• Experience deploying models to resource constrained and edge hardware
• Functional understanding of C/C++/CUDA memory and threading models

reputed company

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