onsite
Staff Machine Learning Engineer
Machine Learning Engineer
As a Staff Machine Learning Engineer, you will architect and implement production-grade, low-latency ML services for ranking, recommendation, and forecasting. You will also enhance and evolve our AWS-native MLOps platform, collaborate on data strategy, and ensure the scalability and maintainability of deployed models.
About the role
About the Role
We are seeking a Staff Machine Learning Engineer to join our team. In this role, you will be responsible for building and maintaining advanced machine learning services that power our core products.
Responsibilities
- Architect, implement, and maintain production-grade, low-latency ML services for ranking, recommendation, and forecasting use cases.
- Collaborate with data scientists, product managers, and engineers to identify the best technical approaches to product and infrastructure challenges.
- Design and support experimentation frameworks to test hypotheses and measure improvements to models.
- Advise on data strategy, ensuring high-quality, well-structured datasets are available for current and future data science initiatives.
- Deliver machine learning models that meet agreed engineering standards, ensuring scalability, resilience, and long-term maintainability.
- Enhance and evolve an AWS-native MLOps platform, supporting high availability and low-latency inference.
- Monitor, maintain, and continuously improve deployed models in production environments.
- Contribute positively to team culture, demonstrating curiosity, ownership, and a bias toward learning and improvement.