Description

We are looking for a senior software engineer to build web applications that run, configure, and visualize our AI-based sports analytics system. You will be working with engineers and internal operators specializing in Computer Vision, Artificial Intelligence, and Sports Logistics. The group ensures an end-to-end software solution runs efficiently for real-time delivery of data from thousands of sporting events every year. 

Responsibilities & duties

• Develop web applications that power our Computer Vision-based tracking system.
• Contribute across our stack, from web front-end, backend API’s, and databases
• Maintain best practices for software development, including deployment process, documentation, and adherence to and improvement of coding standards.
• Discuss and distribute knowledge, technical concepts, and ideas with any member of our diverse organization
• Performance analysis and monitoring
• Ability to lead technical discussions and feature prioritization

Our Stack

• Server-side: Elixir/Phoenix, RabbitMQ, PostgreSQL, Node, Rust, Golang, Pulsar
• Client-side: JavaScript/TypeScript, React, Three.js, HTML/CSS
• Infrastructure: AWS EC2 and S3, Docker, Linux, Grafana, Prometheus, Loki.
• Version Control: Git

Votre profil

Required skills & experience

• 3-5+ years software engineering experience
• Experience building web applications
• Experience with React
• Experience with SQL & relational databases
• Software engineering experience: modern software development practices and tools, distributed systems, database systems, performance tuning
• Strong appetite for learning and working with technologies used by other engineering teams within the company
• Bachelor’s in computer science or equivalent experience

Desirable skills

• Expertise with the Elixir packages for server-side development: Phoenix, Ecto, ex-aws
• Experience with TypeScript
• Experience with GraphQL
• Experience with Three.js, HTML5 Video, and/or Canvas
• Experience with ffmpeg
• Experience with Rust
• Prior leadership responsibilities, including deploys and release management with technical and non-technical staff
• Experience building real-time, interactive web front-end experiences

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Description

The Role: Computer Vision Engineer

We are looking for a production-oriented, computer vision engineer to design, develop and implement computer vision and machine learning cutting-edge technologies to ensure our market-leading position in sports player tracking and broadcast solutions.

What You’ll Do:

• Design, prototype, implement and test software and computer vision & machine learning algorithms in Rust, Python, and C++.
• Develop and optimize real-time and high-accuracy sports solutions with modern CV: object detection, recognition and tracking, camera calibration, 3D reconstruction, etc.
• Manage interdisciplinary projects in collaboration with different groups within the company.
• Implement and provide best-practices for maintainable software development, including deployment process, documentation, and adherence to and improvement of coding standards.
• Leverage Amazon Web Services (EC2 and S3) to run algorithms on a large number of servers in the cloud.
• Support and monitor live systems, including on-call rotation for computer vision systems during sports seasons.
• Continuously learn new applications and apply learnings to new challenges.

Our Software Stack:

• Main programming languages: Python 3, Rust, modern C++
• Frameworks: OpenCV, CUDA, FFmpeg, Pytorch, NumPy, scikit-learn
• Codebase: Git with GitLab
• Infrastructure: AWS (EC2, S3), Docker, Linux
• Productivity: Slack, Notion, Google Appsequirements

Votre profil

What You Have:

• 2+ years of industrial experience in the full development life cycle: design, prototype, implementation, testing, and performance evaluation of software
• 2+ years of industrial experience in computer vision and modern machine learning algorithms, such as deep learning
• BSc or MSc in computer science or a related degree, with strong software engineering and modern computer vision components
• Solid experience in software engineering: modern software development practices and tools, concurrent and distributed programming, operating systems, computer networks, database systems
• Fully proficient in Python and modern C++ with exposure to functional & object-oriented programming paradigms. Other languages such as Rust will be considered as an advantage for some of our multidisciplinary projects.
• Experience with high-performance computing, GPU computing, and real-time systems would set you apart

Our Work Environment and What You Will Benefit From:

• Cutting-edge products to work on for major professional sports leagues and teams.
• Team-oriented engineering habits and software engineering best practices (readable, maintainable, and efficient code).
• Flat hierarchy and collaborative management led by highly-qualified technical leads.
• Innovative and dynamic environment, which encourages self-development and opportunities to make an impact.
• Multicultural team with employees based across several countries.
• Flexible working hours and 25 annual vacation days.
• Attend international CV conferences (e.g. ICCV or CVPR); discuss papers on a regular basis.

As a general approach, we interview for aptitude over specific technologies or languages. Please be prepared to speak to anything listed on your resume or in your portfolio.

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