May MobilityRemote
Machine Learning Engineer II
United States of America
Full Time
2 hours ago
$160,000 - $210,000 USD
H1B Sponsor Likely
Key skills
Machine Learning Model TrainingMachine Learning Model OptimizationMachine Learning Model EvaluationML Runtime OptimizationTraining InfrastructurePerformance EvaluationData Centric Machine LearningMemory ManagementThreadingDatabasesPerception Models in Autonomous DrivingPlanning Models in Autonomous DrivingFoundation Models in Autonomous DrivingC++CPythonPyTorchLinuxCUDAGPU ProcessingHard Example MiningActive LearningDataset CompositionAutonomous Vehicle Model MetricsTraining Pipelines for Large DataEvaluation Pipelines for Large DataMachine LearningML
About this role
May Mobility is transforming cities through autonomous technology to create a safer, greener, more accessible world. The role involves enhancing Machine Learning capabilities in a commercial large-scale environment, focusing on training, optimizing, and evaluating vehicle-oriented Machine Learning models.
Responsibilities:
- Work closely with senior technologists to train, optimize and evaluate vehicle-oriented Machine Learning models
- Work cross functionally with Perception, Behavior, Integration, Test and Data teams to ensure the highest quality in model performance and deployment
Requirements:
- Bachelor's or Master's degree in Robotics, Computer Science, Computer Engineering, or a related field with strong mathematical and engineering foundations
- A minimum of 2 years training, optimizing and/or evaluating ML Models in a commercial environment
- Proficiency in C/C++/Python/PyTorch and experience in Linux environments
- Experience optimizing ML models for resource-constrained hardware
- Experience with CUDA and GPU processing techniques
- Proficiency with hard example mining, active learning or dataset composition techniques
- Experience calculating metrics for and evaluating autonomous vehicle models
- Experience building training and evaluation pipelines for large data (>100TB) or large model (>100GB) applications