What are the responsibilities and job description for the Machine Learning Engineer position at Howmet Fastening Systems Aichach GmbH?
Responsibilities
Howmet Aerospace is hiring a Machine Learning Engineer with expertise in deep learning for computer vision to join our innovative Research and Development team. This role involves building cutting-edge computer vision applications and collaborating with cross-functional teams to support our casting, alloy, core, and rings facilities.
Primary Responsibilities
Howmet Aerospace is hiring a Machine Learning Engineer with expertise in deep learning for computer vision to join our innovative Research and Development team. This role involves building cutting-edge computer vision applications and collaborating with cross-functional teams to support our casting, alloy, core, and rings facilities.
Primary Responsibilities
- Design, develop, and evaluate advanced deep learning architectures (e.g., CNNs, Mask R-CNNs, YOLO) to address complex computer vision challenges.
- Train and optimize generative models to accelerate development.
- 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.
- Conduct statistical multi-factor analyses to uncover complex relationships and improve manufacturing processes.
- Present data-derived conclusions to a non-technical audience.
- Identify opportunities to optimize processes and implement continuous improvement tools using machine learning.
- Promote a data-driven culture across the organization by expanding machine learning applications and leading training initiatives.
- Collaborate with internal customers to validate trials, implement process enhancements, and integrate machine learning into production workflows.
