Aktuelle Jobs im Zusammenhang mit Phd-position - Data Mining, Inference, Prediction - Aachen - Forschungszentrum Jülich
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(Senior) Process Mining Specialist
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Aachen, Deutschland com2m Vollzeit(Senior) Process Mining Specialist (all genders) Wir gehören zu den Top-Adressen in der IT-Welt und fokussieren uns auf die Optimierung der Kerngeschäftsprozesse unserer Kunden. Durch den smarten Einsatz maßgeschneiderter IT-Lösungen unterstützen wir unsere Kunden dabei, das Beste aus ihrem Business und aktuellen Technologien herauszuholen. Unseren...
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Master Thesis Process Mining Innovation
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Aachen, Deutschland Celonis SE Vollzeit-We're Celonis, the global leader in execution management and process mining technology, and one of the 50 most valuable private companies in the world. We believe that every company can unlock its full execution capacity - and for that, we need you to join us. **The Team**: We are a young team of process mining R&D engineers that like to work hands-on and...
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Thesis Project
vor 1 Monat
Aachen, Deutschland Celonis SE VollzeitWe're Celonis, the global leader in Process Mining technology and one of the world's fastest-growing SaaS firms. We believe there is a massive opportunity to unlock productivity by placing data and intelligence at the core of business processes - and for that, we need you to join us. **The Team**: We are a young team of process mining R&D engineers that...
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Thesis Project
vor 2 Monaten
Aachen, Deutschland Celonis SE VollzeitWe're Celonis, the global leader in Process Mining technology and one of the world's fastest-growing SaaS firms. We believe there is a massive opportunity to unlock productivity by placing data and intelligence at the core of business processes - and for that, we need you to join us. **The Team**: We are a young team of process mining R&D engineers that...
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Research Assistant/associate
vor 4 Monaten
Aachen, Deutschland RWTH Aachen Vollzeit**Contact**: **Name**: Marco Günther **Telephone**: - workPhone- +49 241 80-48080***: **Institution**: Chair of Thermodynamics of Mobile Energy Conversion Systems **Our Profile**: At the Chair of Thermodynamics of Mobile Energy Conversion Systems (TME) and the Center for Mobile Propulsion (CMP) under the direction of Prof. Dr.Ing. (USA) Stefan...
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Phd Position
vor 2 Monaten
Aachen, Deutschland Forschungszentrum Jülich Vollzeit**Your Job**: Explore bio-inspired algorithms through simulation—both numerical and circuit-based—and experiment with existing hardware, including CMOS and memristor circuits. Additionally, will need to co-design algorithms and circuits to develop efficient neuromorphic hardware, tailored to target tasks. In detail, you will: - develop circuit-plausible...
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Phd Position
vor 4 Monaten
Aachen, Deutschland Forschungszentrum Jülich VollzeitThe multidisciplinary Institute for Advanced Simulation - Materials Data Science and Informatics (IAS-9) brings together disciplines ranging from data analysis and machine learning to materials simulation, research data management and software development under one roof. In doing so, we extract new information from simulations and experiments, identify...
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Research Assistant/associate
vor 3 Monaten
Aachen, Deutschland RWTH Aachen Vollzeit**Mobility data-based planning for rural cycling infrastructure (Project: FALKE)**: **Contact**: **Name**: Alvaro Garcia **Telephone**: - workPhone- 02418025220***: **Contact**: **Name**: Dirk Kemper **Telephone**: - workPhone- 02418025225***: **Institution**: Chair and Institute of Highway Engineering **Our Profile**: The Aachen Institute for Highway...
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Aachen, Deutschland Forschungszentrum Jülich VollzeitThe Institute for Advanced Simulation - Materials Data Science and Informatics (IAS-9) operates across numerous disciplines including data science, materials theory and scientific metadata design. We are seeking a highly skilled PostDoc/Senior Scientist/Group Leader to lead pioneering research at the intersection of Artificial Intelligence (AI) and the...
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Research Assistant/associate
vor 2 Monaten
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 3 years. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a part-time contract position. The standard weekly...
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Phd Student Position
vor 7 Monaten
Aachen, Deutschland Uniklinik RWTH Aachen VollzeitJob-Benachrichtigung per E-Mail As a tertiary and quaternary level provider of medical care, the University Hospital of RWTH Aachen combines patient-oriented medicine and care, teaching and research at an international level. The entire spectrum of medical care is provided through 36 specialist departments, 33 institutes and six interdisciplinary units. The...
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Research Assistant/associate
vor 2 Monaten
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 2 years initially. An extension of at least one year is planned. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific...
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Research Assistant
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term for one year initially. A further employment of at least two more years is intended. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term...
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Research Assistant/associate
vor 7 Monaten
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 2 years. An extension for at least one year is planned. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific Contracts). This is a...
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Research Assistant/associate
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years is provided. This is a full-time position. The salary is based on the German public service salary scale (TV-L). The position corresponds to a pay grade of EG 13 TV-L. **Unser Profil**: At the Chair of...
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Research Assistant/associate
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of three years. There is an option to extend the position for one year. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific...
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Research Assistant/associate
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term up to 31.03.2026. Continued employment for a total of at least 3 years as part of the doctoral program is provided. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz...
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Wissenschaftliche/r Mitarbeiter/in
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: Die Einstellung erfolgt im Beschäftigtenverhältnis. Die Stelle ist zum nächstmöglichen Zeitpunkt zu besetzen und befristet auf 1 Jahr. Die befristete Beschäftigung erfolgt im Rahmen der Befristungsmöglichkeiten des Wissenschaftszeitvertragsgesetzes. Es handelt sich um eine Vollzeitstelle. Auf Wunsch kann eine...
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Research Assistant/associate
vor 5 Monaten
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 2 years. The possibility of an extension (for at least one year) exists. The fixed-term employment is possible as it constitutes one of the fixed-term options of the Wissenschaftszeitvertragsgesetz (German Act on Fixed-term Scientific...
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Research Assistant/associate
vor 2 Wochen
Aachen, Deutschland RWTH Aachen University Vollzeit**Weitere Informationen**: The position is to be filled at the earliest possible date and offered for a fixed term of 1 year. An extension to 4 years is provided. This is a full-time position. The salary is based on the German public service salary scale (TV-L). The position corresponds to a pay grade of EG 13 TV-L. **Unser Profil**: At the Chair of...
Phd-position - Data Mining, Inference, Prediction
vor 7 Monaten
The multidisciplinary Institute for Advanced Simulation - Materials Data Science and Informatics (IAS-9) brings together disciplines ranging from data analysis and machine learning to materials simulation, research data management and software development under one roof. In doing so, we extract new information from simulations and experiments, identify patterns, structure, and trends in microscopy data, and ultimately improve our understanding of why materials, processes, or general systems work the way they do. To do this, we use a wide range of different methods, from classical statistical analysis through machine learning to method of artificial intelligence. One focus of our research activity is on data mining and high-throughput/on-the-fly analysis of microscopy data, but we are equally enthusiastic when it comes to other data, for example for extending classical simulations with data-based models. In many cases, "injecting" scientific domain knowledge into machine learning models is an important amplifier for the models we develop.
**Your Job**:
You will strengthen the data science and machine learning activities of the IAS-9 with exciting new topics. You will work in a multidisciplinary team of enthusiastic data scientists, software developers and domain scientists on, e.g.,
- Development and adaption of existing data mining and machine learning models
- Design and implementation of machine learning algorithm for extracting information from experiment data
- Evaluation and development of specialized and/or interpretable machine learning approaches for the domain of materials science, physics, microscopy
- 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:
- Practical experience in the area of data analysis, data mining and ML/DL demonstrated through, e.g., 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 are offering you the chance to actively help in shaping the change We offer ideal conditions for you to complete your doctoral degree:
- The opportunity to conduct exciting research in an international and multidisciplinary environment with outstanding infrastructure
- 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 (e.g. between Christmas and New Year)
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Place of employment: Jülich/Aachen
