Machine Learning Engineer

Job description

Howmet Aerospace Engines is hiring a Machine Learning Engineer with expertise in deep learning to join our innovative Research and Development team. This role involves building cutting-edge machine learning and deep learning applications and collaborating with cross-functional teams to support our casting, alloy, core, and rings facilities. Position will be based out of Whitehall, Michigan at our Howmet Research Center. Primary Responsibilities: - Design, develop, and evaluate advanced deep learning architectures (e.g., CNNs, Mask R-CNNs, YOLO) to address complex manufacturing challenges. - Train and optimize generative models to accelerate development (e.g., diffusion models, VAEs, GANs). - Build and refine machine learning algorithms to enhance Howmet products across all business units. - Construct, manipulate, and analyze large datasets using tools such as Python and SQL. - Leverage transfer learning techniques and pretrained models to achieve strong performance with limited data. - Fine tune existing models for specific applications and datasets. - Develop customized deep learning architectures to handle diverse data types. - Conduct statistical multi-factor analyses to uncover...