Intel IOTG OpenVINO Developer Tools team in Korea is looking for a Senior AI Research Engineer. This position requires computer science and an understanding of deep learning and/or machine learning knowledge. In this role, you will work with a passionate, product-focused cross international team to research, rapidly prototype, and ship next-generation deep learning products as a part of Intel AI programs. Your responsibilities include: - Hyper-Parameter Optimization (HPO) algorithm and solution development - Light-weight AutoML component development - Scalable AI framework design and development - Contribute to SaaS (MLaaS) system development - Benchmarking with an emphasis on algorithmic performance and power efficiency
Qualifications
Key Qualifications
- Understand state-of-the-art HPO (or AutoML) theories, techniques, architectures, and optimization strategies
- More than 4 years (Ph.D. degree + 1+ years industry experience required) experience in HPO (or AutoML) research and development
- Excellent problem solving and algorithm design skills
- Excellent communication skills
- Experience working with one or more deep learning frameworks such as TensorFlow, PyTorch, Caffe, and MxNet
- Strong programming skills with Python and C/C++
- Experiences in programming and testing on Linux environment
Preferred Qualifications
- PhD degree in Deep learning related subjects is preferred
- Scientific publications in two or more of deep learning, computer vision, and computer science
- Experience in optimizing deep networks for efficient training and/or inference
- Familiar with SaaS (MLaaS) system
Education
- MS or Ph.D. degree in Computer Science or related area.
The Internet of Things Group (IOTG) consists of ~4700 dedicated employees across 25 locations across the world. IOTG drives significant growth in the Internet of Things (IoT) market, capitalizing on the inflection and creation of edge computing, leveraging smart, connected devices and artificial intelligence (AI) to enable partners to transform their businesses. IOTG's vision is to lead the industry and enterprises to enhance the way we live and work by making it easier to create exciting, new IoT/edge solutions. IOTG's strategy includes creating unique differentiated silicon to consolidate workloads at the Edge, investing in video and AI inference as the killer app for the Edge, creating new developer tools and ecosystems, and establishing a dedicated vertical consultative sales team to add value to our partners across many verticals.
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