Machine Learning Engineer

7 days ago


Hyderabad, Telangana, India Cientra Techsolutions Full time
Job Title: Machine Learning Engineer

Cientra Techsolutions is seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for designing and developing performance optimization techniques for machine learning models to run efficiently on Client hardware.

Responsibilities:
  • Design and develop performance optimization techniques for machine learning models to run efficiently on Client hardware.
  • Develop and maintain software that efficiently deploys machine learning models built on various machine learning frameworks (PyTorch, TensorFlow, Caffe2, etc.) to Client hardware.
  • Collaborate and communicate with other teams that work on hardware-level implementations and optimizations for various machine learning operations/layers.
  • Follow agile software development methodology, unit testing, and continuous integration.
Requirements:
  • Strong hands-on experience in training and inference of machine learning models using machine learning 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 machine learning 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.


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