Senior AI Model Optimization Engineer
3 days ago
About Lumicity
We are a pioneering company in generative video models, pushing the boundaries of AI innovation. With a strong presence in San Francisco and over $10M in funding, we're expanding our team to tackle cutting-edge challenges.
Salary: $180,000 - $220,000 per annum
The RoleWe're seeking a highly skilled Senior AI Model Optimization Engineer to join our team. The ideal candidate will have expertise in model quantization, parallel inference, and deploying ML models in production. If you're passionate about optimizing large-scale data collection and curation systems for efficient GPU-based training pipelines, this is the perfect opportunity.
- Design and implement distributed data collection and curation systems for large-scale model training and inference.
- Optimize GPU-based training pipelines for efficiency and speed, focusing on large-scale model deployment.
- Accelerate inference for diffusion models and transformers using techniques like model quantization and parallel inference.
- 5+ years of experience in Python or Golang with a strong emphasis on performance optimization.
- Expertise in model quantization, parallel inference, and deploying ML models in production.
- Hands-on experience with PyTorch, TensorRT, Triton, and CUDA kernels for accelerating model inference.
Lumicity offers a dynamic work environment, competitive salary, and opportunities for growth and innovation.
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