
Technical Expert for Real-Time Data Systems
1 day ago
The successful candidate will play a key role in the design, deployment, and refinement of cloud-based optical tracking systems for sport.
About the Job:We are seeking an experienced and dedicated Technical Expert to join our team. The ideal candidate will have strong expertise in building scalable, performant web applications using cloud infrastructure and machine learning technologies.
The Technical Expert will lead efforts to deploy and scale high-accuracy, low-latency ML pipelines on Google Cloud Platform. This will involve collaborating with Computer Vision Engineers and Full Stack Developers to ensure model outputs are integrated and visualized with fidelity.
Key Responsibilities:- Design, Implement, and Maintain Real-Time, Cloud-Based ML Pipelines: Develop and refine real-time ML pipelines for optical tracking, including ball/player detection and multi-modal fusion.
- Build and Manage Cloud Infrastructure: Design and implement cloud infrastructure to support high-throughput video and 3rd party tracking data ingestion, model inference, and event streaming.
- Contribute to Training and Tuning of ML Models: Work with cross-functional teams to train and tune ML models for live and autonomous sports data capture.
- Achieve Scalability and Reliability: Architect and deploy scalable and reliable systems on Google Cloud Platform using containers, Kubernetes, Pub/Sub, and serverless services.
- Implement CI/CD Pipelines: Develop and maintain CI/CD pipelines for deploying updates to live systems with high stability and traceability.
- Monitor System Performance: Continuously monitor system performance, optimize for latency and robustness, and manage infrastructure costs.
- Write Clean, Modular Code: Write clean, modular, testable code across the stack (Python, TypeScript, React).
- Collaborate with Teams: Collaborate with CV engineers, product owners, and sports science experts to meet ambitious technical and performance targets.
To be considered for this role, you should have a Bachelor's or Master's degree in Computer Science, Machine Learning, or related field, or equivalent experience. Additionally, you should have at least 5 years of experience in full-stack software engineering, with strong cloud (GCP mandatory) and machine learning system deployment exposure.
Experience designing and maintaining real-time ML pipelines on cloud infrastructure is highly desirable. Proficiency in building and/or maintaining scalable, performant web applications using Next.js is also highly desirable.
Why Join Our Team?We offer flexible hybrid working arrangements, financial support for setting up a remote workspace, and a strong focus on health and wellbeing. Our team culture is vibrant and supportive, including regular social events, team lunches, and more. We also provide extensive employee benefits, including access to our wellness program and additional leave through Mindful Me Days.
Benefits:- Mindful Me Days: Four days per year dedicated to your wellbeing.
- Flexible Working: Two weeks per year, during which you can work remotely from anywhere worldwide.
- Employee Assistance Programs: 24/7 Access to financial support and counselling.
- Wellness Incentive: To help support your home office setup or contribute towards a wellness activity/service of your choosing.
- Get to the Game: Funds towards tickets for you and your family/friends to attend sporting events globally.
- Advance You Learning and Development: Annual budget to spend on learning and development activities plus Brain Block Time, this is time set aside monthly to learn or study.
- Go1 Learning: Access to an external learning platform.
- Social Events: Including an annual Family Day & Volunteer Day.
We are a leading sports data company, delivering real-time data collection, storage, analysis, distribution, and visualization to clients across the globe. Our mission is to revolutionize and transform sport data globally by leveraging cutting-edge technology and expert teams.
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