AI Video Generation
ML Engineer, Generative Video
Originally published by Mirage through its Ashby careers source. Applications go to the employer's website, and AIMovieJobs is not the hiring employer.
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Role overview
As an early member of our team, you’ll tackle foundational problems that remain largely unsolved across the industry, driving an outsized impact on the future of creative expression. Please note that all of our roles will require you to be in-person at our NYC HQ (located in Union Square) About the RoleMirage is seeking an ML Engineer to build and scale the systems powering our video generation models. You’ll work on novel modeling approaches, training objectives, scaling strategies, and inference optimization and efficiency to bring cutting-edge models into production. ResponsibilitiesTrain and optimize large-scale video and multimodal modelsImprove efficiency across training and inference (memory, latency, cost)Implement techniques such as distillation, quantization, and pruning to aggressively accelerate diffusion and autoregressive generationBuild and maintain distributed training sy
What you'll do
- 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