Data Scientist for Materials Science and Physics
vor 4 Wochen
Your Job:
You will contribute to the data science and machine learning activities of the Forschungszentrum Jülich with exciting new topics. You will work in a multidisciplinary team of enthusiastic data scientists, software developers, and domain scientists on:
- Development and adaptation of existing data mining and machine learning models
- Design and implementation of machine learning algorithms for extracting information from experiment data
- Evaluation and development of specialized and/or interpretable machine learning approaches for the domain of materials science and physics
- Incorporation of machine learning results with simulation methods
- Working on project-related tasks where you can interact with other scientists and collaborate with project partners
- Preparation of scientific publications and participation in international conferences and workshops
Your Profile:
We are looking for a highly motivated colleague who is excited about new scientific endeavors with interdisciplinary approaches. For this, you have:
- A completed university degree (Master or equivalent) in data science, computer science, mathematics, materials science, physics, or a related subject (or comparable proven experiences)
- Practical experience in the area of data analysis, data mining, and ML/DL demonstrated through a thesis, publications in peer-reviewed journals, or open-source projects
- Strong programming skills in Python and experience with deep learning frameworks (e.g., PyTorch)
- Prior knowledge and experience with microscopy, topography, or crystallographic defects is highly desirable
- Prior knowledge and experience with FEM software (e.g., FENICS) is highly desirable
- Structured and analytical thinking as well as a systematic, careful, independent, and reliable working method
- Excellent communication skills and commitment to work as part of a team
Our Offer:
We work on the very latest issues that impact our society and offer you the chance to actively help shape the change. We provide ideal conditions for you to complete your doctoral degree:
- The opportunity to conduct exciting research in an international and multidisciplinary environment with outstanding infrastructure
- A creative work environment at a leading research facility, located on an attractive research campus at the TZA Aachen and the Forschungszentrum Jülich
- The opportunity to attend national and international conferences
- Extensive company health management
- Ideal conditions for balancing work and private life, as well as a family-friendly corporate policy
- Flexible working hours, the option of slightly reduced working hours
- Continuous mentoring from your scientific supervisor
- 30 days of annual leave and provision for days off between public holidays and weekends (between Christmas and New Year)
- Opportunity to develop your strengths through a comprehensive training program; a structured program including continuing professional development and networking opportunities specifically designed for Jülich's doctoral researchers by the Jülich Center for Doctoral Researchers and Supervisors (JuDocS)
In addition to exciting tasks and the collaborative working atmosphere at Jülich, we have a lot more to offer.
The position is initially for a fixed term of 3 years but with the prospect of longer-term employment. The salary is in line with pay group % of the Collective Agreement for the Public Service (TVöD-Bund). In addition, an annual special payment is granted ("Christmas payment"), which amounts to 60% of the monthly salary.
-
Data Scientist for Materials Science and Physics
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:You will strengthen the data science and machine learning activities of the Forschungszentrum Jülich with exciting new topics. You will work in a multidisciplinary team of enthusiastic data scientists, software developers, and domain scientists on the following tasks:Development and adaptation of existing data mining and machine learning...
-
Data Scientist for Materials Science and Physics
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:You will strengthen the data science and machine learning activities of the Forschungszentrum Jülich with exciting new topics. You will work in a multidisciplinary team of enthusiastic data scientists, software developers, and domain scientists on the following tasks:Development and adaptation of existing data mining and machine learning...
-
Research Scientist in Materials Science
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich GmbH VollzeitConducting research for a changing society is at the heart of Forschungszentrum Jülich's mission. As a member of the Helmholtz Association, we strive to address the grand societal challenges of our time by conducting research into the possibilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy.We are seeking...
-
Research Scientist in Materials Science
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich GmbH VollzeitConducting research for a changing society is at the heart of Forschungszentrum Jülich. As a member of the Helmholtz Association, we aim to tackle the grand societal challenges of our time and conduct research into the possibilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy.Oxide electronics are a major...
-
Research Scientist
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:You will conduct research on light-driven materials and conductive polymers, utilizing your expertise in micro-nano fabrication and characterization techniques.As a research scientist, you will work in a cleanroom environment, fabricating and characterizing materials using AFM, Confocal laser microscope, and SEM.You will also be responsible for...
-
Research Scientist
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob Description:We are seeking a highly motivated and skilled Research Scientist to join our team at Forschungszentrum Jülich. The successful candidate will be responsible for conducting research on light-driven materials and conductive polymers, with a focus on micro-nano fabrication and characterization.Key Responsibilities:Conduct research on...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob OverviewWe are seeking a highly motivated PhD candidate to join our team at Forschungszentrum Jülich in the development of the European Einstein Telescope, a next-generation laser interferometer for gravitational wave detection.Key ResponsibilitiesDevelopment of the general layout of the vacuum system, simulation of vacuum conditions, and heat...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob Description:We are seeking a highly motivated Research Scientist to join our team at Forschungszentrum Jülich. The successful candidate will be responsible for conducting research on light-driven materials and conductive polymers, as well as working on micro-nano fabrication in a cleanroom environment.Key Responsibilities:Conduct research on...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitCompany OverviewForschungszentrum Jülich is a leading research center in the fields of physics, mathematics, and computer science.
-
Research Scientist in Oxide Electronics
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich GmbH VollzeitConducting research for a changing society is what drives us at Forschungszentrum Jülich. As a member of the Helmholtz Association, we aim to tackle the grand societal challenges of our time and conduct research into the possibilities of a digitized society, a climate-friendly energy system, and a resource-efficient economy.Oxide electronics are a major...
-
Research Scientist Position
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:We are seeking a highly motivated researcher to join our team at Forschungszentrum Jülich. As a PhD researcher in atmospheric science, you will be responsible for characterizing and optimizing a lab-based GC-HID-ECD instrument to measure H2, CH4, N2O, and SF6.Your Profile:You hold a Master's degree in meteorology, physics, chemistry, environmental...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:We are seeking a highly motivated PhD candidate to join our team at Forschungszentrum Jülich in a research project focused on optimizing data analysis using machine learning for PEM water electrolysis data. The successful candidate will contribute to the development and validation of advanced AI methodologies for the characterization, modeling, and...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Research Focus:The project revolves around recovering existing data from electrochemical systems, structuring and storing it, and utilizing suitable analysis algorithms to uncover additional insights. This work is part of the EU-funded project "Decode – Decentralized Cloud Labs for Energy Materials" in collaboration with partners from academia and...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Job:As a PhD researcher at Forschungszentrum Jülich, you will analyze and integrate diverse biological data from the field of plant sciences using cutting-edge technologies like Artificial Intelligence (AI).You will develop novel tools and algorithms in the area of omics data analysis and integration.Additionally, you will publish your research in...
-
Researcher in Quantum Optimization for Power Systems
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob Overview:We are seeking a highly motivated researcher to work on a Master Thesis or Internship project focused on quantum optimization for power systems. The successful candidate will have the opportunity to contribute to the development of new quantum algorithms and their application to real-world problems in power systems.Key Responsibilities:Review...
-
PhD Researcher in Atmospheric Science
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Mission:We are seeking a highly motivated PhD researcher to join our team at Forschungszentrum Jülich. As a member of our research group, you will be responsible for characterizing and optimizing a lab-based GC-HID-ECD instrument to measure H2, CH4, N2O, and SF6.Your Responsibilities:Develop and implement new methods for measuring greenhouse gases...
-
Research Assistant
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob Overview:We are seeking a highly motivated Research Assistant to join our team at Forschungszentrum Jülich. The successful candidate will work on graph partitioning and quantum optimization, with a focus on power systems related studies.Key Responsibilities:Review and analyze classical partitioning algorithms and spectral methods based on Network...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitJob Summary:We are seeking a highly skilled Postdoctoral Researcher to join our team at Forschungszentrum Jülich. The successful candidate will be responsible for identifying and optimizing enzymes for biotechnological applications using molecular and bioinformatic-based approaches.Key Responsibilities:Analyze RNAseq data to identify genes involved in cell...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitProject Overview:Quantifying the activity of enzymes in large-scale biochemical networks is a fundamental challenge in Systems Bio(tech)nology. Bayesian analysis using Markov Chain Monte Carlo (MCMC) has become the gold standard for addressing high-dimensional parameter inference problems. However, direct application of existing MCMC algorithms is not...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitCompany OverviewForschungszentrum Jülich is a leading research center in Europe, pushing the boundaries of science and innovation. Our team is dedicated to making a positive impact on society through cutting-edge research.SalaryThe salary for this PhD position is estimated to be around 55,000-60,000 euros per year, taking into account the Collective...