Staff Machine Learning Engineer
仕事内容
Design, develop, and optimize machine learning models for diverse applications, including NLP, Generative AI, and Computer Vision.
Preprocess and analyze large datasets to extract meaningful insights and ensure data quality for production-ready models.
Build and maintain scalable ML pipelines with model versioning, deployment, testing, and monitoring in production environments.
Collaborate with data scientists, software engineers, and product teams to integrate ML solutions into products and drive business impact.
Monitor model performance, diagnose issues, and implement explainable AI techniques to ensure transparency and reliability.
Mentor and support junior data scientists or engineers, contributing to a culture of delivery excellence in a multi-cultural, cross-functional setting.
Preprocess and analyze large datasets to extract meaningful insights and ensure data quality for production-ready models.
Build and maintain scalable ML pipelines with model versioning, deployment, testing, and monitoring in production environments.
Collaborate with data scientists, software engineers, and product teams to integrate ML solutions into products and drive business impact.
Monitor model performance, diagnose issues, and implement explainable AI techniques to ensure transparency and reliability.
Mentor and support junior data scientists or engineers, contributing to a culture of delivery excellence in a multi-cultural, cross-functional setting.
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