Senior Machine Learning Engineer - AV Core
Core
Lead large-scale data curation, mining, and enrichment for autonomous driving models, focusing on rare events and robustness.
Role type
Senior Machine Learning Engineer
Builds
Data enrichment workflows, out-of-distribution detection mechanisms, and ML infrastructure for AV safety.
Domain
Autonomous Vehicles (AV), Machine Learning Operations (MLOps), Data Engineering
Deliverable
production ML models
Required skills
ML systems deployment, Python, PyTorch, software engineering, MLOps, distributed computing, large-scale inference, data curation, rare event mining
Preferred skills
Autonomous vehicles/robotics, simulation, cloud monitoring, transformer/VLM/VLA architectures, C++, CUDA, performance optimization
Technologies
Python, PyTorch, C++, CUDA
Responsibilities
Lead data enrichment and mining, build workflows for hard/rare event mining, design out-of-distribution detection, shape ML infrastructure architecture, improve ML stack efficiency
Seniority
Senior, hands-on IC with technical leadership
