AI Frameworks Engineer

at  Intel

JOB DESCRIPTION

• Conducts design and development to build and optimize AI software.
• Designs, develops, and optimizes for AI frameworks (e.g., OpenVINO) and to contribute to external frameworks (e.g., TensorFlow, PyTorch).
• Implements various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in machine learning, and/or deep learning frameworks.
• Transforms computational graph representation of neural network model, and develops machine learning and/or deep learning primitives in mathematical libraries.
• Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams.
• Optimizes code for various computing hardware backends, and interacts with machine learning and/or deep learning researchers, and utilizing experience with machine learning and/or deep learning frameworks.

QUALIFICATIONS

Minimum qualifications are required to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Preferred Qualifications:

• Bachelor/Masters in Computer science or equivalent.
• At least 3 years of experience in programming- Excellent C++ programming skills.
• Experience with C/Python/Bash/Cmake.
• Experience with any Continuous Integration system.
• Experience with Git/GitHub and cooperative development including code review and Git flow.
• Familiarity with OpenVINO framework, LLVM, MLIR, HPC, DL, ML, PyTorch, ONNX is nice to have.

Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and or schoolwork/classes/research.

Please refer the Job description for details