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Job Description:
Mandatory Skill/ knowledge:
Data structures & algorithms
C++ 11, 14
Python
Preferably should crack the hacker rank test of Data structures and algos.
Sound knowledge of Neural NW framework internals like TensorFlow, ONNX, PyTorch or similar
·Experience in Deep Neural Networks Design and Frameworks
Graph analysis & optimizations of neural network models written using TensorFlow, Caffe2, PyTorch or similar frameworks
Background and understanding of neural network operators and mathematical operations: linear algebra, math libraries, quantization aspects are desirable
Experience / understanding of Optimizations performed on ML/DNN models
Knowledge of runtimes such as Glow, ONNX Runtime, TVM or similar
Prefer experience in developing Neural network models for CV and Recommendation systems
Experience with industry standard and emerging ML benchmark suites such as MLPerf
Understanding and experience in libraries like BLAS, MKL, MKL-ML, MKL-DNN is a plus
Experience with machine learning accelerators and related software is a plus
Excellent communication skills (written and verbal) and team player
Requirement
ESSENTIAL SKILLS /COMPETENCIES
DLML
PREFFERED SKILLS /COMPETENCIES
C
DL
ML
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