Job Location: Bangalore/Bengaluru

Roles and Responsibilities

Exp: 3-12 Years

Minimum Qualifications

• Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field.
• Software Engineering or related work experience.
• Experience with Programming Language such as C, C++, Java, Python, etc

Desired Skills and Aptitudes

Mandatory Skill/ knowledge:

• Data structures & algorithms
• C++
• 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
• Prefer 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

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