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Date:  Apr 1, 2025
Location: 

Salzgitter, DE

Company:  PowerCo SE
Level of Experience:  Master Thesis
Job Function: 
Job ID:  3510

Master-Thesis: Application of Machine Learning in Battery Cell Manufacturing (all genders)

 
Who we are

Our mission has started. We are starting our own battery cell production in Battery Valley in Salzgitter and ramping up our headquarters for global cell production. A key factor in scaling up battery cell production is the manufacturing of prototypes, which ensures the manufacturability of new cell designs. Data analytics plays an important role in evaluating the manufacturing processes by enhancing the understanding of the complex cause-and-effect relationships in battery cell production. This thesis aims to develop machine learning models that capture these relationships based on data from pilot line production. The models will enable predictive analytics for optimizing product quality and process settings, ultimately accelerating process development.

  
 
Your role and key responsibilities
  • Analyze the state of the art of machine learning in battery cell production and identify potential use cases
  • Identify relevant process parameters, material properties and product properties for the selected use case
  • Establish data pipelines for acquisition and preprocessing of production data
  • Augment existing data through the generation of synthetic or experimental data
  • Develop and validate machine learning models to predict key product properties
  • Create a tool based on user requirements to leverage the machine learning models
  
 
What you bring to the team
  • Currently pursuing a degree in Information Technology, Engineering, or a related field
  • Initial experience with statistical analysis, data modeling and machine learning
  • Familiarity with programming languages such as Python, SQL, or similar
  • Strong analytical and problem-solving skills
  • Excellent communication and teamwork abilities
  • Fluent in German and/or English, both written and spoken
  
 
What makes you stand out
  • Initial knowledge of the manufacturing processes of battery cell production
 
What to look forward to
  • Diverse work environment with strong team-spirit
  • Project ownership through which you can actively take part in shaping the future of e-mobility
  • Health and wellness programs
  • Regular social events
  • Corporate Benefits
   
Company:  PowerCo SE
Location: 

Salzgitter, DE

Job Function: 
Level of Experience:  Master Thesis
Job ID:  3510
Date:  Apr 1, 2025

Are you a battery believer?

PowerCo was founded in 2022 to become a global battery champion. Headquartered in Germany, we are currently ramping up gigafactories in Salzgitter, Valencia and St. Thomas in Canada with a total volume of up to 200 GWh. We are integrating the entire value chain and building a supply chain as local as possible. With that we are driving the development of a strong, sustainable battery industry in Europe and North America.

Questions?

For all the questions you may have, take a look into our FAQ.
Your question is not answered in the FAQ? Feel free to reach out to our colleagues.

📧 careers@powerco.de

Benefits

Gain more insights in our benefits for Professionals or Future Talents

Diversity, Equity and Inclusion

We believe that the best results are created in a diverse and inclusive environment. 
Therefore, all qualified applications will be considered for employment regardless of age, race, religion, gender (identity), sexual orientation, national origin or disability.

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