Full Stack Developer

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 process
• Testing -> unit tests for critical code, 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