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Senior Machine Learning Engineer (Computer Vision)



Job Description

  • Responsible for designing and building production class deep learning models applied to computer vision problems
  • Guide and mentor junior engineers on the team
  • Key contributor in developing POCs and solutions for new use cases

REQUIRED SKILLS AND EXPERIENCE

  • 6+ years of overall experience with at least 4+ years of hands-on experience in Computer Vision
  • Design and development of end-to-end machine learning pipeline including data extraction, automated labeling, training of deep learning model and deployment
  • Extensive experience in image processing techniques using OpenCV
  • Prior experience in taking at least one solution to production from Concept to Deployment
  • Good breadth and depth of knowledge in various deep learning algorithms in the field of Computer Vision
  • Extensive hands-on experience in TensorFlow and Keras
  • Proficient in Python language
  • Hands-on experience in GPU acceleration and system design skills for efficient machine learning pipeline
  • Strong foundation in software engineering with top-notch skills in design patterns, code optimization and debugging
  • Experience working in Linux environment and proficient in state-of-art DevOps practices/tools
  • Good knowledge of statistics relevant to Deep Learning and ability to use the right statistical measures to assess model’s performance
  • Awareness of latest research/advances in the field and ability to apply them
  • Drive to address complex problems with technical solutions that work
  • Ability to manage multiple priorities in a fast-paced and dynamic work environment
  • Desire to work in a highly collaborative, innovative, small team
  • Strong initiative, self-starter, quick-learner, proactive contributor
  • Excellent presentation and written / oral communication skills

ADDITIONAL DESIRABLE SKILLS

  • Working knowledge in at least one of PyTorch, Caffe, MXNet
  • Experience in GPU acceleration and CUDA programming
  • Contributions to github / Open Source community, participation in Kaggle contests
  • Experience in C/C++/Java
Location:
Hyderabad

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Senior Machine Learning Engineer (Computer Vision)