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About the Role At ReSpo.Vision, we're revolutionizing football with AI. Our Deep Learning models and Computer Vision algorithms transform single-camera video feeds into rich 2D and 3D data, enabling full 3D reconstruction of real games (you can think of it as FIFA-like replays) and extracting deep tactical and player performance insights. We're building a next-level interactive platform for sports analytics that combines expert analysis with LLM-derived insights. We're looking for an experienced Full Stack Developer to join our team in revolutionizing soccer analytics. As we transition to an interactive, web-based analytics platform, you'll play a crucial role in architecting and implementing analytical platform. This position offers the opportunity to work with cutting-edge technologies, large datasets and complex algorithms. We value innovation and provide autonomy to explore various methodologies. We expect self-motivated team members capable of managing tasks efficiently and delivering high-quality results with minimal supervision. If you're passionate about AI and sports, thrive in a dynamic startup environment, and want to contribute to cutting-edge AI projects, we'd love to hear from you. Join us in creating innovative tools that will shape the future of soccer analysis Our Philosophy Modular Design -> framework & modules, interconnected but decoupled Code Reviews -> thorough review processTesting -> unit tests for criticalcode, functional tests for modules, e2e tests for the system CI/CD -> test, build and deploy with every iteration Dev Staging Prod environments -> deploy new features quickly, ensure stability for client deployments Documentation -> comprehensive description of the process for reference and easy onboarding Scalability -> decoupling, statelessness (where possible), automation Bleeding Edge Tech -> leverage the latest & greatest tools and models where possible, create your own when not Our Tech Stack Environment -> poetry docker pnpm Configuration -> Hydra Data Validation -> Pydantic pandera Workflows -> Kubernetes Argo Workflows Cloud -> GCP CI/CD -> Gitlab Serving -> nginx, vite DB -> postgresql Frontend -> Vue.Js Backend -> FastAPI Responsibilities Design and develop full-stack web applications for our interactive soccer analytics platform Architect scalable, high-performance back-end systems to handle large volumes of soccer data Create responsive and intuitive front-end interfaces for data visualization and user interaction Implement RESTful APIs and integrate with various data sources Optimize application performance and ensure high availability Collaborate with data scientists and engineers to integrate advanced analytics and machine learning models Contribute to technical decision-making Requirements Bachelor's or Master's degree in Computer Science or related field 3 years of experience in full-stack web development Strong proficiency in JavaScript/TypeScript and modern front-end frameworks (e.G., React, Vue.Js, Angular) - Vue.Js is preferred, as it is our main tech for frontend Technical mentoring of other team members through code review and pair programming sessions Expertise in back-end technologies such as Node.Js / Python Experience with database systems (SQL and NoSQL) Familiarity with cloud platforms (GCP/AWS) and containerization technologies (Docker) Strong understanding of performance optimization and scalability best practices Experience with version control systems (Git) and CI/CD pipelines Excellent problem-solving skills and ability to work independently Nice to have Experience with data visualization libraries (e.G., D3.Js) Knowledge of WebGL or Canvas for advanced graphics rendering Familiarity with real-time data processing and WebSocket technologies Understanding of soccer/football tactics and analytics Benefits Dynamic start-up environment with interesting scientific challenges & bleeding edge technology and models (this time for real) Opportunity to build real-world deployable machine and deep learning-based products changing the world of Football International projects & collaborations with top Football Clubs & Federations Ability to directly influence development direction of a product Office in the strict center of Warsaw Private medical care and Multisport