Machine Learning Engineer at Mindera. We are looking for a . ML Engineer . to work closely with the ML Architect to develop on ML frameworks (TensorFlow, Scikit-Learn, Pytorch), Experimentation platform and tools.. This role has the responsabilities to:. . Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliable. . Collaborating with cross-functional teams to help deploy/integrate machine learning models. . . Liaise with the BUs for their ML needs and work on the cross-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 machine-learning capabilities. . . 5+ years of experience as a . Machine Learning Engineer. .. . Strong experience with. supervised and unsupervised learning, survival analysis, time series modeling, and statistical forecasting.. . . Skilled in . building predictive models (e.g. churn, user journey, sales forecasting) using behavioral data. .. . Proficient with . ML frameworks. such as TensorFlow, PyTorch, or Scikit-Learn.. . Experienced in . model training, versioning, and monitoring. .. . Solid background in MLOps practices: CI/CD, Docker, Kubernetes, Airflow, SageMaker, MLflow, model observability tools, and feature stores.. . Business-oriented mindset: ability to connect model outcomes to product and strategic goals. . Company Location: Portugal.
Machine Learning Engineer at Mindera