Senior ML Engineer: Diffusion & Video for Realism

DeepRec.ai; Sunnyvale (CA); On-site; USD 180,000 - 280,000; Full time

Job summary

DeepRec.ai in Sunnyvale, CA is seeking senior ML/CV engineers to push generative autonomy simulations using diffusion and video models. You will turn research into production-ready code and scale large models for deployment.

You will work on diffusion/video data generation conditioned on scenes, cameras, and trajectories, with emphasis on robust training and inference pipelines for real-world logs.

Qualifications

• 5+ years of building and shipping ML or computer vision systems.
• Hands-on experience with diffusion and video models (latent/video diffusion, DiTs).
• Experience training and fine-tuning large models.

Responsibilities

• Develop diffusion and video generation models for realistic sensor data.
• Condition generation on scene layout, camera pose, actors and trajectories.
• Ensure temporally consistent, multi-camera video generation.

Skills

5+ years ML/CV

Diffusion & video models

Large model training

Python & PyTorch

Production code

CUDA

Tools

Python

PyTorch

CUDA

Job description

DeepRec.ai in Sunnyvale, CA is seeking senior ML/CV engineers to push generative autonomy simulations using diffusion and video models. You will turn research into production-ready code and scale large models for deployment.

You will work on diffusion/video data generation conditioned on scenes, cameras, and trajectories, with emphasis on robust training and inference pipelines for real-world logs.