Senior Machine Learning Engineer (Computer Vision)

TL;DR

Senior Machine Learning Engineer (Computer Vision): Developing and optimizing real-time tracking models for sports officiating and fan engagement systems with an accent on performance, scalability, and integration. Focus on designing robust ML architectures, mentoring team members, and deploying cutting-edge solutions for top-tier global sports leagues.

Location: Must be based in Budapest, Hungary (Hybrid: 2 days per week in the office).

Company

A global leader in sports technology, providing real-time ball, player, and skeletal tracking solutions for major professional sports leagues.

What you will do

• Design and develop machine learning models optimized for real-time performance.
• Integrate advanced ML features into the SkeleTRACK product suite.
• Analyze model performance and implement improvements to enhance accuracy and speed.
• Mentor junior engineers and lead technical discussions within the team.
• Collaborate with annotation teams to optimize data quality and workflow efficiency.
• Own solutions from initial design through to final delivery.

Requirements

• Strong programming fundamentals in Python.
• Extensive experience with PyTorch and PyTorch-Ignite.
• Proficiency in model optimization using TensorRT.
• Experience working in Linux and Windows 10 environments.
• Strong collaborative skills using GIT.
• Must be based in or able to work from Budapest, Hungary.

Nice to have

• Proficiency in modern C++ (C++17/20) and CUDA.
• Experience with OpenCV, ClearML, and CMake.
• Familiarity with TypeScript and React.
• Knowledge of CI/CD workflows using TeamCity.

Culture & Benefits

• Hybrid working model with 2 days per week in the office.
• Annual leave in accordance with local Hungarian labour law.
• Access to exclusive sporting events and tickets.
• Sony Group Company employee discounts.
• Collaborative environment focused on continuous learning and technical excellence.