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Data Science Intern
4 months ago
Position Overview
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 Co-op will help develop routines using Object Oriented Python classes and methods.
Responsibilities & Qualifications
Key Learnings:
- The Data Science Co-op will understand software development lifecycle and work in a professional environment.
- Learn different components of a product such as the backend and the frontend. Get an opportunity to work on both aspects.
- Learn the development lifecycle of the backend and the frontend. The backend work is heavy on using machine learning algorithms. The frontend work is heavy on UI/UX of the product.
- Learn the integration of the components to create a sing le product.
Qualifications
- A proficient understanding of Python based Object Oriented Programming, ReactJS, and Django
- 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
Preferred Qualifications
- Either have completed Masters in Software Engineering/Data Science or currently enrolled in a program
- 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
We as Novelis offer you:
- Employment with the global pioneer for technology and sustainability in the future market of aluminum processing and recycling
- Flexible working hours
- Typical for our international corporate culture are open cooperation, short decision-making processes and the quick assumption of responsibility.
- In addition, we specifically promote your professional and personal development within Novelis
Location Profile
Novelis' Global Corporate Headquarters is located in the Buckhead neighborhood of Atlanta Georgia and employs approximately 250 people. It is co-located with Novelis' North America regional office which employs approximately 225 people. Supporting its 24 operations worldwide Novelis' corporate office is home to the executive leadership team and global functions that support the automotive beverage can and high-end specialties value streams. The City of Atlanta provides a diverse and family-friendly place to live with countless museums cultural organizations and educational institutions including the Georgia Aquarium Woodruff Arts Center CNN Center Georgia Tech and Mercedes-Benz Stadium. In the Atlanta area Novelis has strong community partnerships with Atlanta Habitat for Humanity GeorgiaFIRST and Agape Youth and Family Center in addition to many local museums and community groups. Novelis recognizes its talented and diverse workforce as a key competitive advantage. Novelis provides equal employment opportunities to all employees and applicants.All terms and conditions of employment at Novelis including recruiting hiring placement promotion termination layoffs recalls transfers leaves of absence compensation and training are without regard to race color religion age sex national origin disability status genetics protected veteran status sexual orientation gender identity or expression or any other characteristic protected by federal provincial or local laws.
Disclaimer
We encourage all potential candidates to follow the protocols below and to be diligent when sharing any personal information:
- Check the job posting is live and valid via our careers page: Careers - Novelis
- Verify any communication with us by contacting our talent team at Careers - Novelis
