Senior Machine Learning Engineer Porto

Senior Machine Learning Engineer
Porto
Porto, Porto District, Portugal

We are looking for a ML Engineer to work closely with the ML Architect to develop on ML frameworks (Tensor
Flow, Scikit-Learn, Pytorch), Experimentation platform and tools.

This role has the responsabilities to:

• Develop
  - scale distributed machine learning systems that are scalable, performant, efficient, and reliable
• Collaborating with
  - functional teams to help deploy/integrate machine learning models.
• Liaise with the BUs for their ML needs and work on the
  - BU ML portfolio.
• Optimize feature extraction, transformation and selection.
• Work with and manage.
• Feature Stores for reusability across ML pipelines.
• Ensure scalability, reliability, cost efficiency, and ease of use of the machine learning platform
• Contribute to evaluating and adopting new technologies and tools to enhance our
  - learning capabilities

Requirements

• 3-5 years of experience as an ML Engineer preferably with a Gaming industry background.
• Experienced with ML frameworks (Tensor
  Flow, Scikit-Learn, Pytorch).
• Experienced with Model training, versioning and monitoring.
• Strong background in MLOps practices, including CI/CD, containerization (Docker), orchestration frameworks (Kubernetes, Airflow), model serving tools (AWS Sage
  Maker, Databricks MLFlow), model observability frameworks, automation and feature stores.