Senior Machine Learning Engineer Viana do Castelo

Senior Machine Learning Engineer
Viana do Castelo
Viana do Castelo, Viana do Castelo District, Portugal

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

This role has the responsibilities to:

1. Develop
   
   - scalable distributed machine learning systems that are performant, efficient, and reliable
2. Collaborate with
   
   - functional teams to deploy and integrate machine learning models
3. Liaise with the Business Units (BUs) for their ML needs and work on the
   
   - BU ML portfolio
4. Optimize feature extraction, transformation, and selection
5. Work with and manage feature stores for reusability across ML pipelines
6. Ensure scalability, reliability, cost efficiency, and ease of use of the machine learning platform
7. Contribute to evaluating and adopting new technologies and tools to enhance learning capabilities

Requirements:

• 3-5 years of experience as an ML Engineer, preferably with a Gaming industry background
• Experience with ML frameworks (Tensor
  Flow, Scikit-Learn, Pytorch)
• Experience 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