What are the responsibilities and job description for the Senior Platform Engineer position at SumerSports?
Job Description
Job Description
About SumerSports :
SumerSports is a leading football intelligence technology company that specializes in providing an innovative suite of products for football fans and NFL clubs. We are a collection of executives, engineers, data scientists, and visionaries from NFL clubs, technology startups, finance, and academia.
Position Summary :
We are seeking a highly skilled and experienced Senior Platform Engineer to join our platform engineering team. This role is ideal for someone passionate about designing and implementing scalable MLOps processes that support real-time inference and data processing. You will collaborate closely with product engineering, data science, and machine learning teams to enhance our machine learning capabilities and infrastructure.
Responsibilities :
- Develop and maintain scalable and efficient machine learning pipelines capable of processing large volumes of data in real time
- Work independently to deploy, manage, and monitor machine learning models, ensuring high performance and reliability
- Collaborate with product engineering, data science, and ML teams to integrate advanced machine learning features into our products
- Deploy and manage ML models using Kubernetes on AWS, ensuring high availability and low latency for real-time inference
- Implement continuous integration and delivery (CI / CD) processes for machine learning systems, ensuring rapid and safe deployment of features
- Optimize data and feature engineering processes to enhance model performance and reliability
- Monitor and evaluate model performance, making adjustments and improvements as needed
- Ensure compliance with data privacy and security protocols throughout the model lifecycle
- Contribute to the strategic planning and development of ML projects, ensuring alignment with business objectives and technological advancement
Requirements :
Benefits :
