Senior Machine Learning Engineer, Data Mining
Core
Design and deploy multimodal teacher-student models and reinforcement learning systems to mine rare edge cases and errors from autonomous vehicle sensor data.
Role type
Senior Machine Learning Engineer (Data Mining & RL)
Builds
Omnitag (ML-powered multimodal data mining framework) and distilled RL models for autonomous driving
Domain
Autonomous driving, multimodal sensor data, reinforcement learning
Deliverable
production ML models
Required skills
model distillation, teacher-student training, reinforcement learning, Python, PyTorch/TensorFlow/JAX, system design, cloud deployment (AWS/GCP/Azure)
Preferred skills
agentic systems, chain-of-thought prompting, autonomous driving, robotics, active learning, MLOps platforms
Responsibilities
Architect and train distilled models for multimodal sensor data; Build RL-based policy learning and reasoning systems; Optimize model deployment for real-time inference; Research and integrate agentic systems; Drive production reliability; Mentor and collaborate with ML scientists and data engineers
Seniority
Senior, hands-on IC
