Researcher 1
Core
Develop and evaluate next-generation perception algorithms for safe, predictable, and human-like autonomous vehicle behavior.
Role type
Researcher 1 (IC)
Builds
Perception systems for autonomous vehicles
Domain
Autonomous driving, robotics, computer vision
Deliverable
production ML models
Required skills
machine learning, robotics, optimization, controls, computer vision, autonomous systems, Python, C++, experimental design, technical evaluation
Preferred skills
deep learning frameworks (PyTorch, TensorFlow), sensor fusion, scene understanding, object detection, tracking, road structure estimation, simulation evaluation, technical publications
Technologies
Python, C++, PyTorch, TensorFlow
Responsibilities
Design and execute perception research projects; train, evaluate, and optimize ML models; conduct testing and validation in simulation and real-world scenarios; analyze model performance and failure modes; develop research software and experimental frameworks; document experimental results
Seniority
Individual Contributor (Researcher 1)
