Deep Learning R&D Engineer

    • Seoul, South Korea

Job Description
Intel Edge. AI team in Korea is looking for a Deep Learning R&D Engineer. This position requires fundamentals of computer science and understanding of deep learning and/or machine learning knowledges. In this role, you will work with a passionate, product focused cross international team to ideate, rapidly prototype, and ship next-generation deep learning products as a part of Intel AI programs.

Your responsibilities include:
- Domain adaptation / Knowledge transfer / Life-long learning / Representation learning algorithm design and implementation
- Deep learning data/feature analysis and sampling algorithm design and implementation
Computer vision algorithm design and implementation
- Deep learning model training and deployment framework development
Benchmarking with an emphasis on algorithmic performance and power efficiency

Qualifications

Key Qualifications
- Understanding of deep learning theories, techniques, Architectures, and optimization strategies
- Experiences on deep learning R&D or product development/deployment
- Problem solving and algorithm design skills
- Experience working with one or more deep learning frameworks such as TensorFlow and PyTorch
- Strong programming skills with Python

Preferred Qualifications
- Experience as a deep learning researcher
- Scientific publications in one or more of deep learning, computer vision, and computer science
- Experience optimizing deep networks for efficient training and/or inference
- Experiences on programming and testing on Linux environment

Education
- MS or Ph.D. degree in Computer Science or related area, Applied Mathematics, and Statistics.

Inside this Business Group
Intel AI, leveraging Intel's world leading position in silicon innovation and proven history in creating the compute standards that power our world, is transforming Artificial Intelligence (AI) with the Intel AI products portfolio. Harnessing silicon designed specifically for AI, end to end solutions that broadly span from the data center to the edge, and tools that enable customers to quickly deploy and scale up, Intel AI is inside AI and leading the next evolution of compute.

KR Experienced Hire JR0139178 Seoul


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