Intel IOTG ODT in Korea team is looking for an AI Research Engineer/Scientist. This position requires computer science and an understanding of deep learning and/or machine learning knowledge.
In this role, you will work to develop Intel's open-source program NNCF (Neural Network Compression Framework) algorithms and framework, and 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:
Neural network quantization/pruning/sparsity algorithm and solution development
Light-weight AutoML component development
Scalable AI framework design and development
Contribute to SaaS (MLaaS) system development as NNCF engineer
Benchmarking with an emphasis on algorithmic performance and power efficiency

Qualifications

Key Qualifications
Understanding of state-of-the-art neural network compression algorithms, techniques, and optimization strategies
More than 4 years (Ph.D. case 1+ years) experience in neural network optimization 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. in Deep learning related subject is preferred
Two or more scientific publications in Deep learning, Computer vision, and Computer science
Familiar with SaaS (MLaaS) system

Education
MS or Ph.D. degree in Computer Science or related area.

Additional Note
In this role, you will work in a hybrid working model (onsite + working from home). You will be working from home, but you will be present on-site on demand.

Inside this Business Group

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.

Work Model for this Role

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.