Senior Data Scientist
仕事内容
Develop and deploy scalable ML and DL models to solve manufacturing challenges, including production test predictions and yield forecasting.
Perform data preprocessing, cleaning, and exploratory data analysis on large, wide datasets to uncover actionable insights.
Evaluate, tune, and optimize models with hyperparameters, feature engineering, ensembles, and online learning for reliability and scalability.
Integrate models into production with software engineers and DevOps, ensuring real-time inference and robust monitoring.
Collaborate with cross-functional teams to translate business requirements into data-driven solutions and measurable impact.
Contribute to experimental design, A/B testing, and stay current with ML innovations, including NLP/LLM techniques as relevant.
Perform data preprocessing, cleaning, and exploratory data analysis on large, wide datasets to uncover actionable insights.
Evaluate, tune, and optimize models with hyperparameters, feature engineering, ensembles, and online learning for reliability and scalability.
Integrate models into production with software engineers and DevOps, ensuring real-time inference and robust monitoring.
Collaborate with cross-functional teams to translate business requirements into data-driven solutions and measurable impact.
Contribute to experimental design, A/B testing, and stay current with ML innovations, including NLP/LLM techniques as relevant.
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