Senior Machine Learning Engineer - Generative Models
Core
Building diffusion and video generation models to create high-fidelity, photorealistic simulation environments for autonomous vehicle training.
Role type
Senior IC machine learning engineer (generative models)
Builds
Neural Simulation product (diffusion/video models for driving scene generation)
Domain
Autonomous driving / Generative AI / Computer Vision
Deliverable
production ML models
Required skills
diffusion models, video generation, generative modeling, deep learning, Python, PyTorch
Preferred skills
3D reconstruction (Gaussian Splatting, NeRFs), computer vision (SfM, SLAM), computer graphics, C++, CUDA, distributed training optimization
Technologies
PyTorch, Python, CUDA, C++, Gaussian Splatting, NeRFs
Responsibilities
Develop and advance diffusion and video generation models; Push limits of generative simulation for driving scenes; Scale training and inference of large generative models; Define evaluation metrics and validation workflows; Collaborate with Infra, Autonomy, and Research teams; Take ownership of critical technical components (via careerplan.io/jobs/0101ab30-af4e-44b3-8242-ae465936cc68-senior-machine-learning-engineer-generative-models-at-applied)
Seniority
Senior, hands-on IC
