Machine Learning Engineer, Data Curation - Autonomous Vehicles
Core
Building datasets, tools, and models for perception, prediction, planning, and control in autonomous vehicles.
Role type
Senior Machine Learning Engineer (Data Curation & Deep Learning)
Builds
Training and evaluation datasets, vision-language models, embeddings, and scalable inference systems for self-driving cars.
Domain
Autonomous Vehicles / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep Learning, Computer Vision, Multimodal Learning, C++, Python, PyTorch, TensorFlow, TensorRT, Data Curation, Scenario Search, Label Quality Evaluation
Preferred skills
Unsupervised Learning, Self-supervised Learning, Contrastive Representation Learning, Vision-Language Models, Agentic Search, Automated Dataset Quality Evaluation
Responsibilities
Define, collect, and curate training and evaluation datasets; Develop vision-language models and embeddings for scenario search and classification; Build training pipelines and scalable inference systems; Implement and experiment with new deep learning ideas; Transform research into industrial-strength machine learning models.
Seniority
Senior, hands-on IC