PhD Position – New Insights from Existing PEM Water Electrolysis Data: Optimizing Data Analysis Using Machine Learning
vor 2 Wochen
Your Job:
We are seeking a highly motivated PhD researcher to join our team at Forschungszentrum Jülich. The successful candidate will work on developing and validating advanced AI methodologies for the characterization, modeling, and simulation of energy materials.
Your Tasks:
- Conduct cutting-edge research to develop and validate advanced AI algorithms for energy materials characterization and simulation.
- Contribute to the FAIR-ification of data, establishing systematic data collection and metadata extraction protocols to enhance machine learning-based software applications for materials science.
- Develop code and utilize machine learning to support the automation of characterization and fabrication processes.
- Ensure the integration and effectiveness of AI and ML algorithms in high-throughput and automated systems, addressing challenges related to data quality and operando characterization.
- Collect data from existing experiments on PEM water electrolysis and conduct additional experiments.
- Define useful data and store data and metadata in a suitable RDM repository.
- Define additional questions that may be answered based on existing data.
- Analyze data using ML algorithms.
- Communicate results and needs to partners within the Forschungszentrum and within the EU-project.
Your Profile:
- Master's degree with excellent marks in Engineering or Chemistry, Physics, or Informatics.
- Experience with experimental work and characterization techniques.
- Demonstrated experience in programming, particularly in Python, with a robust understanding of data extraction and machine learning models.
- Analytical thinker with proven problem-solving abilities and a commitment to pushing the boundaries of interdisciplinary collaboration.
- Experience in research data analysis.
- Willingness to learn and ability to think outside the box.
- Excellent cooperation, communication, and teamwork skills.
- Collaborative working in multicultural and interdisciplinary team.
- Independent, self-motivated, and responsible.
- Fluency in English is mandatory.
- Fluency in German is advantageous.
Our Offer:
We offer ideal conditions for you to complete your doctoral degree:
- An interesting, forward-looking, and socially relevant dissertation topic.
- Interdisciplinary collaboration on a project in an international, committed, and collegial team environment.
- Well-equipped laboratories in one of the largest research centers in Europe.
- State-of-the-art research.
- Flexible working arrangements.
- 30 days of annual leave as well as an arrangement for bridging days (between Christmas and New Year's Day).
- Fun and social working atmosphere.
- Further development of your personal strengths, through an extensive range of training courses; a structured program of continuing education and networking opportunities specifically for doctoral researchers via JuDocS, the Jülich Center for Doctoral Researchers and Supervisors.
- Targeted services for international employees, through our International Advisory Service.
The position is for a fixed term of 3 years. Pay in line with 75% of pay group 13 of the Collective Agreement for the Public Service (TVöD-Bund) and additionally 60% of a monthly salary as special payment ('Christmas bonus').
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