Напиши текст вакансии для должности "Senior Data Scientist (Computer Vision)". Название компании: "Swoo". Расположение: Санкт-Петербург. График работы: Полный день. Опыт работы: От 3 до 6 лет. Ключевые навыки: 'Python', 'Tensorflow', 'MongoDB', 'PyTorch', 'Deep Learning', 'REST', 'NoSQL', 'Redis'

Swoo is a mobile card storage app. It&#39;s a new product that we&#39;ve already launched in Spain and Italy. We plan on taking it to other European countries as well (and beyond!). The magic of Swoo is the magic of modern technology and shopping convenience. Today users can use Swoo to store loyalty cards from their favorite stores, get discounts at checkout with their smartphones, and share cards with friends. In the near future, we plan to launch in-app payments and crypto services. Recognition and classification of loyalty and bank cards are not that simple as it seems from the first view.  Filtering of blurred images on the client-side. Minimizing manual recognition. Minimizing amount of examples to add a new card into the data set. Effectively using computation resources.  To solve those issues we are looking for a senior data scientist. You will be working with Python, FastAPI, Redis, Mongo, PyTorch, RabbitMQ. What you will be doing  Developing algorithms of loyalty and bank card recognition. Making A/B tests and experiments. Implementing computer vision algorithms in combination with the mobile development team. Real-time monitoring and data visualizing (Grafana).  What skills and experience you need  At least 3+ years experience as a Computer Vision Data Scientist. Extensive knowledge of NoSQL databases (MongoDB, Redis). Knowledge of neural network algorithms and machine learning, such as kmeans, triplet loss. Expertise with creating highly available, maintainable, high-loaded services. Experience in VCS.  Nice-to-haves:  Knowledge of Deep Learning framework (Pytorch/Tensorflow), ML-ComputerVision. REST services and unit/integration testing. Knowledge of multiprocessing, multithreading, async approaches in Python development.  What we offer  Work on a new international-level project with a team of senior and higher-level specialists. Freedom to choose the tools you&#39;re most comfortable working with. Official employment (Labor Code of the Russian Federation). A competitive, above-board salary. A flexible schedule. A comfortable office in the center of St. Petersburg, but the opportunity to work from home. Health insurance. Cell phone compensation. Partial meal compensation.