המקום בו המומחים והחברות הטובות ביותר נפגשים
Tesla AI Research Engineer Foundation Models Self United States, California, Palo Alto 376698120
23.06.2024
What You’ll DoWhat You’ll Bring
- Train generative models and multi-task networks at scale, with millions of video clips and thousands of GPUs, with the objective to significantly enhance the capabilities of autonomous perception and planning
- Take a pioneering role in the field of machine learning for vision by pushing the state of the art in large model scaling for vision and multi-modal applications
- Explore the frontier of large-scale distributed training and optimization, deploying models to real customers all over the world
- A proven track record of successfully scaling and training large, complex models
- Experience dealing with infrastructure challenges, possessing techniques for optimizing the training of high-capacity models efficiently
- Proficiency in Python and a strong foundation in software engineering best practices
- An in-depth understanding of the fundamentals of deep learning, including but not limited to knowledge of layer details, loss functions, and optimization techniques
- Expertise in various neural network architectures for computer vision, speech, NLP, and related domains
- Prior experience with PyTorch, TensorFlow, JAX, or similar deep learning frameworks
- Familiarity with standard scientific computing primitives, including but not limited to batched operations, grid sampling, scatter/gathering, and einsum
- Strong expertise in system-level knowledge, enabling you to profile and optimize training and evaluation processes efficiently, is preferred
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