Photoreal 3D. For everyone.
3D Photography • Computer Vision • Machine Learning • Augmented Reality • 3D Computer Graphics
May 26
🏢 In-office - Bay Area
Photoreal 3D. For everyone.
3D Photography • Computer Vision • Machine Learning • Augmented Reality • 3D Computer Graphics
• You will get to work with the world best AI researchers, shipping their research to millions of users around the world • You will be equipped with all the tools, technologies, resources and AI tools you need to get the job done • We build. We ship. Your work will matter to people. • We are building a very widely usable product, and you’ll get to work on equally wide variety of challenging problems. • We have fantastic traction from early customers, whom you’ll get to work directly with. • We have backing of some of the best VCs in Silicon Valley, and Angels from across the industry.
• Experience training large models using Python & Pytorch, including practical experience working with the full development pipeline from data processing, preparation & data loading to training and inference • Experience with profiling CPU & GPU code in PyTorch, including Nvidia Nsight or similar • Experience writing & improving highly parallel & distributed PyTorch code, with familiarity in DDP, FSDP, Tensor Parallel, etc. • Experience writing high-performance parallel C++. Bonus if done within an ML context with PyTorch, like for data loading, data processing, inference codeExperience with high-performance CUDA and writing custom PyTorch kernels. Top candidates will be able to utilize tensor cores; optimize performance with CUDA memory and other similar skills • Good to have experience working with Deep Learning concepts such as Transformers & Multimodal Generative models such as Diffusion Models and GANsBonus: Experience building inference / demo prototype code (incl. Gradio, Docker etc.)
• Equity grant to reflect the incredible value you will bring to Luma, with annual refreshes. • Excellent salary and benefits. • Full health, dental, and vision coverage. • Latest and greatest gear. • Stipends towards wellness, house cleaner, and phone/internet. • Unlimited paid time off with 12 days minimum. • Unlimited sick days.
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