Applied Computer Vision Engineer

As an Applied Computer Vision Engineer, you will be working on the state-of-the art challenges in Computer Vision & solving them with novel algorithms and optimizations. The majority of our work is focused on applied Computer Vision - so a good understanding of the current state of the art of models (Classification, Object detection, Object Recognition, OCR, LayoutML, GAN etc networks) is mandatory. We’re looking for someone who loves to solve problems and enjoys building algorithms and models that identify all possible scenarios. You must enjoy breaking down a problem statement into smaller chunks and have a knack of designing scalable systems using modular pieces. A day in your role will involve any of the following (or a combination): Understanding business objectives and developing Computer Vision based solutions that help achieve it. The software could involve training framework, inference framework, working with different technologies for ML. Understand the requirements in depth and give adequate time estimates for the features Develop processes for different common operations of the team: data acquisition, model training, prototype development. Finding open-source datasets for prototype development. Develop pipelines for data processing, augmentation, training, inference and active retraining. Training models and tuning their hyperparameters Analyzing the errors of the model and designing strategies to overcome them Deploying models to production Optimize models for performance at the edge Coordinate with QA for every feature and make sure releases are bug free This list is not exhaustive at all, and you'll have a lot of autonomy over your work. This is a full time position based out of Noida. During the interview, you'll be able to share what you're most interested in. Why you might be excited about us We're working to solve a massive global problem and help organizations be more competitive. We love solving problems using technology and are bridging a massive gap in the operations excellence domain. We're small, so you'll be able to contribute efficiently and without bureaucracy. You'll quickly have responsibility over big areas of our product. Our team has a wide range of experiences (Oilfield, Telecom, Fintech, etc.) and are excited to learn from you, too. You'll be able to work independently and set your own schedule. We don't micromanage and will help you do great work. We trust our people and believe that each person here puts their best foot forward. We'll mold your role to shape a career you're excited about. We care a ton about your satisfaction and job happiness, and will help prep you for whatever you're looking for in the future. We work hard and also highly value balanced work/life. We care about family and your own personal development, and don't expect for you to be always engaged with work. Why you might not be excited about us We're small (40+ people in the company now), so if you like more established companies, it's…