Mandatory Skills/Required
Data Science - 4+ years of hands-on experience in Computer Vision and deep learning
Description
• Design and development of end-to-end machine learning pipeline including data extraction,
automated labeling, training of deep learning model, and deployment
• 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
• Working knowledge in at least one of PyTorch, Caffe, MXNet, Tensorflow etc.
• 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 the model’s performance
• Awareness of the 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
About the Company
