Data Science Intern

Key Skills

Python Programming, SQL, Cloud computing

Job Description

Novelis manufacturing processes produce the operational run-time data for each coil across 15+ machine centers in various plant throughout the globe. To standardize Machine Learning models across various plants, we plan to build a Data Science platform with common set of libraries of routines. We also plan to build a common library of features used in our models allowing faster go-to-market of the new models.

The Data Science Intern will help develop routines using Object Oriented Python classes and methods.

Responsibilities & Qualifications:

Key Learnings:

• The Data Science Intern will learn the existing models developed by the Digital group and will help standardize those using Pipelines.
• The Data Science Intern will learn/understand the manufacturing process and understand common data manipulation tasks.
• The Data Science Intern will understand software development lifecycle and work in a professional environment.
• The Data Science Intern may help develop a library containing all the features currently engineered.

Qualifications:

• Either have completed Masters in Software Engineering/Data Science or currently enrolled in a program
• A proficient understanding of Python based Object Oriented Programming
• Experience with software and model engineering concepts such as versioning, model deployment and model retraining etc.
• Hands on experience with such Python libraries as Scikit-Learn, Unittest and Pytest, Flask and MLFlow
• Understanding of git workflow and CI/CD.
• Experience in Collaborative and Iterative Development
• Desire for continuous development and learning opportunities
• Strong analytical, organizational, presentation, and time management skills