名企职位速递-NVIDIA Deep Learning Applied Scientist - AI
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Deep Learning Applied Scientist - AI
Santa Clara, CA, US
We are seeking researcher staff to contribute to this meaningful and important effort. We collaborate with internal research and product teams, as well as external researchers, to advance the state-of-the-art in NLP, Speech, and other modern deep learning. In everything we do, we strive to achieve outstanding computational performance by working with the latest hardware and most advanced software optimization techniques.
Job Description
- Develop and prototype new Deep Learning models and training algorithms for speech recognition, speech synthesis, NLP, and recommender systems
- Transfer your technology to NVIDIA’s software product teams. We also frequently release our work as open source
- Collaborate with DL & AI Researchers in leading universities and industrial research labs
- Publish your original research. Present to conferences and customers.
Basic Qualifications
What We Need To See
- You possess a Master’s degree, PhD, or have equivalent experience in Computer Science, Electrical Engineering, Artificial Intelligence, Applied Math, or related field
- Advanced understanding of Deep Learning with applications in Speech, NLP, or Recommender Systems, with a strong track record of publications or significant product contributions in these areas
- Strong mathematical background, especially in the optimization theory, stochastic algorithms, and/or numerical methods with a passion for solving hard math problems
- Strong C++ and Python programming skills and experience with Tensorflow or PyTorch
- Excellent communication and interpersonal skills are required along with the ability to work in a dynamic, product oriented, global team. Your history of mentoring other engineers and interns is a great bonus.
Ways To Stand Out From The Crowd
- Previous product development experience, with your work appearing in commercial software products or major open source projects.
- Systems software engineering knowledge and expertise in optimizing software for computational performance.
面
试
Describe your Deep Learning projects
System architecture
Run Length Encoding using Map Reduce
Write down the equations of linear regression
Write a CUDA program
What is a decision tree?
What is LAR?
Write a CUDA program
What is a decision tree?
What is LAR?
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