Senior Applied Research Engineer - Video
About the role
About the role
Research Engineer
What you’ll do
You will own and execute end-to-end research and engineering projects, from hypothesis to production impact. This includes:
- Developing and scaling
latent video diffusion models
tailored for human-centric video generation
- Designing conditioning mechanisms to improve
control (pose, emotion, script, camera)
without sacrificing fidelity
- Advancing distributed training strategies (DDP, FSDP, DeepSpeed, sequence parallelism) under real compute constraints
- Improving training stability at multi-node scale
- Designing rigorous evaluation frameworks combining automated metrics and structured human evaluation
- Optimizing inference for
low latency, high resolution, and cost efficiency
- Running controlled ablations and experiments to drive high-signal modeling decisions
- Contributing to high engineering standards: reproducibility, experiment tracking, CI/CD, monitoring
You will be expected to move fast, run multiple hypotheses in parallel, identify signal early, and focus on outcomes rather than exploration for its own sake.
What we’re looking for
Must-have
- Strong experience training deep learning models at scale
- Strong Python and PyTorch skills
- Hands-on experience with
diffusion models
(image domain required; video preferred)
- Experience with large scale multi-GPU / multi-node training
- Good understanding of distributed training (DDP, FSDP, DeepSpeed or similar)
- Ability to design controlled experiments and interpret noisy results
Nice-to-have
- Experience with video diffusion models
- Experience in avatar or human-centric generation
- Familiarity with world / interactive models
- Experience with GANs or VAEs
Experience optimizing inference systems for production
Our stack
- Python, PyTorch, CUDA
- DeepSpeed, distributed training & inference
- Sequence parallelism
- AWS, SLURM, Docker
- GitHub, CI/CD pipelines
Who you are
- You are research-driven but outcome-focused
- You care about shipping, not just publishing
- You can explore multiple ideas quickly and drop low-signal directions early
- You communicate clearly and present results scientifically
- You operate independently but collaborate actively across teams
Why join us?
- Build production-scale
video foundation models
in a fast-growing Generative AI company
- Work on human-centric video generation with real-world impact
- Tackle hard problems in scaling, stability, and controllability
- Influence the direction of next-generation synthetic human technology
- Join a highly technical, high-ownership environment where your work ships
If you want to work on cutting-edge generative video models and see your research power real-world products, we'd love to talk.
Our culture
Serving 50,000+ customers (and 50% of the Fortune 500)
Proprietary AI technology
AI Safety, Ethics and Security
People first. Always.
Not included in the source posting: about the role.
Skills
Who can apply
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