Computer Vision Engineer / Lead

Experience: 2 - 6

Location: Hyderabad

DELIVERY:

  • Develop solutions using Machine Learning/Deep Learning and other advanced technologies to solve a variety of problems of computer vision

  • Develop image analysis algorithms and deep learning architectures to solve Computer vision related problems

  • Implement cutting edge machine learning techniques in image classification, object detection, semantic segmentation, sequence modeling, etc. using frameworks such as OpenCV, TensorFlow and Pytorch.

  • Translate user stories and business requirements to technical solutions by building quick prototypes or proof of concepts with several business and technical stakeholder groups in both internal and external organizations

  • Partner with leaders in the area and have insights to select off the shelf components vs building from the scratch

  • Convert the proof of concepts to production-grade solutions that can scale for hundreds of thousands of users

  • Be hands-on where required and lead from the front in following best practices in development

  • Own delivery of features from top to bottom, from concept to code to production

  • Develop tools and libraries that will enable rapid and scalable development in the future

  • Have a product development mindset to contribute to growth, innovation & faster time to market

Skill:

  • Strong experience in deploying solutions to production, with hands-on experience in any public cloud environment (AWS, GCP or Azure)

  • Excellent proficiency in Open CV or related computer vision frameworks and libraries

  • Mathematical understanding of a variety of statistical learning algorithms (Reinforcement Learning, Supervised/Unsupervised, Graphical Models)

  • Expertise in a variety of Deep Learning architectures including Residual Networks, RNN/CNN, Transformer, and Transfer Learning. And experience in delivering value using these in real production environments for real customers

  • You have deep proficiency in Python and at least one other major programming language C/C++ (nice to have Java, GoLang)

  • You are very fluent in one or more ML tools/libraries like Darknet, Tensorflow (nice to have - Pytorch, Caffe, and/or Theano) and have solved several real-life problems using these

  • 2+ years of multiple projects/products experience in above skill set

Behavior:

  • Takes ownership in leading the work & result oriented to see through delivery commitment

  • Innovation / Continuous improvement

  • Team work & Collaboration

  • Positive attitude & Role Model

  • Customer Focus

  • Communication

  • Establish guidelines/best practices

  • Stake holder management