Member of Technical Staff, Training and Inference

4 weeks ago


Toronto, Canada Boson AI Full time

Member of Technical Staff, Training and InferenceBoson AI is an early-stage startup building large audio models for everyone to enjoy and use. Our founders (Alex Smola, Mu Li), and a team of Deep Learning, Optimization, NLP, and Statistics scientists and engineers are working on high-quality generative AI models for language and beyond.We are seeking research scientists and engineers to join our team full-time in our Santa Clara office. As part of your role, you will work on implementing and improving distributed optimization algorithms, performance tune architectures, improve inference and help us make Deep Networks perform efficiently on our cluster. The ideal candidate will possess a strong background in CUDA, Triton, PyTorch, distributed optimization, and deep learning architectures.We encourage you to apply even if you do not believe you meet every single qualification. As long as you are motivated to learn and join the development of foundation models, we’d love to chat.ResponsibilitiesOptimize model architectures and loss objectives to handle combinations of images, video, text, speech, and audio dataImplement and optimize kernels for efficient training on Hopper and Blackwell GPUsPerformance optimization (floating point formats, sparsity, systems level optimization)Distributed optimization and trainingQualificationsExperience in writing clean and efficient codeMaster or Doctoral degree in computer science or equivalentProficiency in at least one deep learning framework, such as PyTorch or JAXParticipated in at least 1 research project related to distributed training or inferencePreferred QualificationsExperience in implementing your own kernels in CUDA or another compiler/toolkit (Triton, ThunderKittens, PTX, etc.)Experience in distributed optimization (e.g. using DeepSpeed, FSDP), ideally designing performance optimizationsExperience in computer networking (e.g. Infiniband, using SHARP)Experience in handling data at billions-scaleBase pay range: $150,000.00/yr - $600,000.00/yrBoson AI is an equal opportunities employer and welcomes applications from all qualified candidates. #J-18808-Ljbffr



  • Toronto, Canada Boson AI Full time

    Member of Technical Staff, Training and Inference Boson AI is an early-stage startup building large audio models for everyone to enjoy and use. Our founders (Alex Smola, Mu Li), and a team of Deep Learning, Optimization, NLP, and Statistics scientists and engineers are working on high-quality generative AI models for language and beyond. We are seeking...


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    Boson AI is an early-stage startup building large audio models for everyone to enjoy and use. Our founders (Alex Smola,Mu Li), and a team of Deep Learning, Optimization, NLP, and Statistics scientists and engineers are working on high quality generative AI models for language and beyond.We are seeking research scientists and engineers to join our team...


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