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