Highly Skilled Data Scientist

4 days ago

Hyderabad, Telangana, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Job Title

We are seeking a highly skilled data scientist to design and develop innovative machine learning solutions. The ideal candidate will have hands-on experience in training and inference of ML models using frameworks like PyTorch, TensorFlow, etc.

About the Role:

  • Develop and implement performance optimization techniques for machine learning models to run efficiently on client hardware.
  • Collaborate with other teams working on hardware level implementations and optimizations for various ML operations/layers.
  • Follow agile software development methodology, unit testing, and continuous integration.
  • Design and deploy efficient ML models built on various ML frameworks to client hardware.

Requirements:

  • Strong hands-on experience in training and inference of ML models using ML frameworks like PyTorch, TensorFlow, etc.
  • Excellent programming skills in Python, C/C++.
  • Good knowledge on neural network workings.
  • Good knowledge of mathematical computations/workings of the most commonly used neural network layers.
  • Familiarity on the workings and basic architecture of various ML models related to computer vision, NLP, autonomous driving, etc.
  • Familiarity with neural network performance optimization techniques including but not limited to quantization, pruning, etc.
  • Familiarity with ONNX is a plus.
  • Familiarity with SIMD Computer Architectures is a plus.

About the Opportunity

This is an exciting opportunity to work with a dynamic team and contribute to the development of cutting-edge machine learning solutions. We offer a collaborative environment and opportunities for growth and development.

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