Hitachi Energy is seeking a Data Scientist Intern for its Technology Center group in Raleigh, NC. This internship focuses on machine learning applications in engineering design and manufacturing processes, supporting the development of predictive models and data manipulation for R&D projects.
Responsibilities
Display technical expertise in machine learning to a team with diversified technical competencies
Display proficiency in the application of machine learning in the engineering design process, and use of predictive modeling in engineering and manufacturing process
Support developing predictive models and utilizing machine learning/data science techniques such as Hierarchical Clustering, Neural Networks, Ensemble Learning, Random Forest, Naive Bayes, Gradient Boost, etc
Consolidate SQL database from multiple sources, data cleaning, and manipulation in preparation for machine learning
Qualification
Required
Student of Computer Science, Data Science, or related discipline
Previous Experience of Python (Scikit-learn, XGBoost, Tensorflow, Pytorch, Numpy, Pandas)
Familiar with Jupyter notebooks, VSCode and Python environment management
Previous experience on model training, tuning, evaluation and serving
Basic knowledge of SQL Server or a similar relational database; Proficient in SQL scripting
Previous experience with building machine learning models and implementation in real-life applications
Preferred
experience with Azure DevOps
Azure Machine Learning
Databricks
Spark is a plus but not mandatory
Benefits
Hitachi Energy is a renewable energy company that provides energy consulting services.
