Machine Learning Engineer
仕事内容
Design, develop, and evaluate advanced deep learning architectures (CNNs, Mask R-CNNs, YOLO) to address complex manufacturing challenges.
Train and optimize generative models (diffusion models, VAEs, GANs) to accelerate development and deployment.
Build machine learning algorithms to enhance products and processes across business units, with large-scale data manipulation in Python and SQL.
Apply transfer learning and pretrained models to achieve strong performance with limited data, and fine-tune models for specific applications.
Conduct multi-factor statistical analyses to uncover relationships and drive manufacturing improvements; present data-driven conclusions to non-technical audiences.
Collaborate with internal customers to validate trials, implement process enhancements, and promote a data-driven culture by expanding ML initiatives.
Train and optimize generative models (diffusion models, VAEs, GANs) to accelerate development and deployment.
Build machine learning algorithms to enhance products and processes across business units, with large-scale data manipulation in Python and SQL.
Apply transfer learning and pretrained models to achieve strong performance with limited data, and fine-tune models for specific applications.
Conduct multi-factor statistical analyses to uncover relationships and drive manufacturing improvements; present data-driven conclusions to non-technical audiences.
Collaborate with internal customers to validate trials, implement process enhancements, and promote a data-driven culture by expanding ML initiatives.
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