Machine Learning Engineer
Core
Building AI simulation tools for autonomous vehicle testing, including virtual test drives, synthetic data generation, and reinforcement learning pipelines.
Role type
Senior IC machine learning engineer (simulation & neural rendering)
Builds
Photo-realistic 3D scenes, neural rendering/animation systems, and simulation environments for self-driving fleets
Domain
Autonomous vehicles, robotics, deep learning, computer vision
Deliverable
production ML models
Required skills
Python, PyTorch, deep learning fundamentals, distributed training, CUDA, computer vision (segmentation/detection), Linux/bash scripting
Preferred skills
Neural rendering, neural animation, object reconstruction, environment reconstruction, scenario reconstruction, TensorFlow/MXNet
Technologies
PyTorch, TensorFlow, MXNet, CUDA, NumPy, SciPy, Matplotlib, Scikit-learn, Jupyter, Bash
Responsibilities
Build tools for virtual test drives, test code changes for regressive behavior, generate synthetic datasets and RL pipelines, develop neural rendering and scene reconstruction systems
Seniority
Senior, hands-on IC
