# ML Engineer, Generative Video
**Company:** [Mirage](https://hotfix.jobs/companies/mirage)
**Location:** New York, NY
**Salary:** $175K-$275K
**Experience:** 2+ years
**Skills:** PyTorch, CUDA, Triton, Fsdp, Distributed Training, Model Optimization, Quantization, Pruning, Distillation, Gpu Optimization, Performance Profiling
**Posted:** 2026-06-28
> Build and scale video generation models at Mirage. Optimize large-scale multimodal models for training efficiency, low-latency inference, and production deployment using PyTorch, CUDA, and distributed systems. 2+ years industry experience required; on-site in NYC.
## Job Description
## Responsibilities
- Train and optimize large-scale video and multimodal models
- Improve efficiency across training and inference (memory, latency, cost)
- Implement techniques such as distillation, quantization, and pruning to aggressively accelerate diffusion and autoregressive generation
- Build and maintain distributed training systems
- Optimize GPU utilization, parallelism, and throughput
- Develop tooling for experimentation, evaluation, and debugging
- Translate research models into robust, production-ready systems
- Monitor and improve model performance in real-world usage

## Requirements
- BS/MS/PhD in CS, ML, or related field
- 2+ years of professional industry experience
- Strong experience in deep learning systems and infrastructure
- Expertise in PyTorch, CUDA, Triton, and distributed training (FSDP, etc.)
- Experience scaling and optimizing large models under low-latency inference constraints
- Strong debugging and performance profiling skills
- Ability to move quickly from prototype to production

## Nice-to-Haves
- Experience with video generation models, diffusion models, or autoregressive generation

## Benefits
- Comprehensive medical, dental, and vision plans
- 401K with employer match
- Commuter Benefits
- Catered lunch multiple days per week
- Dinner stipend every night if you're working late
- Grubhub subscription
- Health & Wellness Perks
- Multiple team offsites per year with team events every month
- Generous PTO policy
**Apply:** https://hotfix.jobs/jobs/ml-engineer-generative-video-at-mirage-5cc614e8-4f49-4909-8fc6-5e88647afae6
**Canonical:** https://hotfix.jobs/jobs/ml-engineer-generative-video-at-mirage-5cc614e8-4f49-4909-8fc6-5e88647afae6