Bachelor’s or Master’s thesis student – Machine learning for water electrolyzer systems

Despre rol

Locaţia
Germany
Bayern
Munich
Lucru de la distanță ori birou
Hibrid (lucru de de distanță/ birou)
Companie
Siemens Energy Global GmbH & Co. KG
Organizație
Transformation of Industry
Unitate operațională
Sustainable Energy Systems
Normă întreagă/normă parțială
Cu normă completă
Nivel de experiență
Student (înainte de absolvire)
Location: MCH P

Mode of Employment: Full-time / Fixed Term


A Snapshot of Your Day 

As a thesis student, you will use your knowledge in data analytics (in particular, machine learning algorithms) and python programming to explore the task of monitoring the state of health for water electrolyzers, contributing to advancements in sustainable energy solutions.

How You’ll Make an Impact 
  • Develop standard schemes to clean and filter raw time series data as necessary
  • Develop new and/or extend existing machine learning algorithms for tracking water electrolyzers’ state of health and implement it in Python
  • Analyze the robustness of the schemes with industrial operation data, ensuring their reliable performance in real-world scenarios
  • Develop quality code in GIT environment and produce proper documentation
  • Use results from your work to support product development and field service

What You Bring
  • Ongoing Bachelor’s or Master’s study in engineering, data analytics / science, computer science, or a related field
  • Strong analytical skills and structured working style
  • Open minded, willingness and passion to explore with new methods and different thinking
  • Familiar with Python programming - Experience with machine learning packages such as scikit-learn is a plus
  • Experience with GIT is a plus
  • Proficiency in English, German is a plus

About the Team

Our Transformation of Industry division is decarbonizing the industrial sector. Increasing electrification and efficiency are key and demand for green H2 and derivative fuels will rise. We enable decarbonization of the industrial sector and the transition to sustainable processes, building on a strong industrial customer base, a global network, diverse technologies, and integrated execution capabilities.  


Who is Siemens Energy? 

At Siemens Energy, we are more than just an energy technology company. With ~100.000 dedicated employees in more than 90 countries, we develop the energy systems of the future, ensuring that the growing energy demand of the global community is met reliably and sustainably. The technologies created in our research departments and factories drive the energy transition and provide the base for one sixth of the world's electricity generation.

Our global team is committed to making sustainable, reliable, and affordable energy a reality by pushing the boundaries of what is possible. We uphold a 150-year legacy of innovation that encourages our search for people who will support our focus on decarbonization, new technologies, and energy transformation.      

Find out how you can make a difference at Siemens Energy: https://www.siemens-energy.com/employeevideo


Our Commitment to Diversity 

Lucky for us, we are not all the same. Through diversity we generate power. We run on inclusion and our combined creative energy is fueled by over 130 nationalities. Siemens Energy celebrates character – no matter what ethnic background, gender, age, religion, identity, or disability. We energize society, all of society, and we do not discriminate based on our differences. 


Rewards/Benefits 
  • Exciting insights into an international company  
  • Lay the foundation for your career with us  
We value equal opportunities and welcome applications from people with disabilities.


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