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Senior Machine Learning Engineer
Hawk-Eye Innovations LtdSenior Machine Learning Engineer developing real-time performance ML models for sports technology company. Mentoring junior engineers and collaborating with teams to innovate and enhance existing systems.
Tech Stack
Tools & technologiesC++LinuxPythonPyTorchQtReactTypeScript
About the role
Key responsibilities & impact- Designing and developing new machine learning models with a focus on real-time performance.
- Integrating cutting-edge ML features into our SkeleTRACK product.
- Analysing model performance and identifying areas of improvement.
- Mentoring junior engineers and driving technical discussions.
- Collaborating with annotation teams to ensure data quality and workflow efficiency.
- Staying ahead of the curve by keeping up with CV/ML research and attending top conferences.
- Proactively identifying problems and owning solutions from design to delivery.
Requirements
What you’ll need- Python (strong programming fundamentals)
- PyTorch and PyTorch-Ignite
- Linux & Windows 10 experience
- TensorRT for model optimisation
- GIT and collaborative software development
- Modern C++ (C++17/20) (Nice-to-Have)
- CUDA (Nice-to-Have)
- OpenCV (Nice-to-Have)
- ClearML (Nice-to-Have)
- CMake & Visual Studio (Nice-to-Have)
- Typescript & Semantic UI React (Nice-to-Have)
- SSH and secure deployment workflows (Nice-to-Have)
- QT, JIRA, and Confluence (Bonus Skills)
- TeamCity for CI/CD (Bonus Skills)
Benefits
Comp & perks- Annual leave in line with local labour law
- Hybrid working model (2 days per week in the office)
- Access to sporting events and tickets
- Sony Group Company discounts
ATS Keywords
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Hard Skills & Tools
PythonPyTorchPyTorch-IgniteTensorRTModern C++CUDAOpenCVClearMLCMakeVisual Studio
Soft Skills
mentoringtechnical discussionscollaborationproblem-solvingproactive