Job
- Level
- Erfahren
- Job Feld
- Data
- Anstellung
- Vollzeit
- Vertragsart
- Befristetes Dienstverhältnis
- Ort
- Bochum
- Arbeitsmodell
- Onsite
Job Zusammenfassung
In dieser Position entwickelst du Modelle zur Analyse von Reaktionsmechanismen und physikochemischen Eigenschaften, arbeitest eng mit Experimentatoren zusammen und betreust Studierende in Data Science und Machine Learning.
Job Technologien
Deine Rolle im Team
- Quantum-chemical calculations - perform calculations to elucidate reaction mechanisms, bonding situations and to extract physicochemical properties of molecules.
- Model development & validation - create and validate models that clarify structure-activity relationships and predict properties and reactivities; analyse data with statistical methods and visualise the results.
- Collaboration with experimentalists - work closely with laboratory scientists to support and validate data collection.
- Project leadership - take responsibility for projects, supervise students, write reports and grant proposals.
- Scientific communication - compile results into publications and assist students in preparing manuscripts.
- Mentorship - supervise students in their theses and support teaching activities in the areas of Data Science and Machine Learning.
- Teaching - support the development and implementation of new student courses in Data Science and Machine Learning.
Unsere Erwartungen an dich
Ausbildung
- A candidate with a completed university degree and a PhD (preferred) in Chemistry is sought; candidates from related fields such as Data Science or Computer Science with demonstrable knowledge of chemistry are also welcome.
Qualifikationen
- Theoretical knowledge in quantum-chemistry, machine learning, molecular chemistry.
- Language skills - English (fluent spoken and written) is required; German is an advantage but not mandatory.
- The applicant should be open to team-oriented work and possess a strong motivation for interdisciplinary research.
Erfahrung
- Practical experience in quantum-chemical calculations - familiarity with common quantum-chemical programs and methods, in particular ORCA, Multiwfn, AIM, etc.
- Practical experience in machine learning & chemistry-specific data science - programming skills in Python and hands-on experience with standard libraries such as NumPy, SciPy, pandas, Scikit-learn, RDKit, PyTorch, etc.
- Practical experience in homogeneous catalysis - desirable, but not mandatory.
- Practical experience with the installation and maintenance of high-performance computing clusters - desirable, but not mandatory.
- Experience in research project management.
- Experience in publishing and presenting scientific results.
- Experience in teaching and the supervision of students and interns.
Unser Angebot
- Challenging and varied tasks with a high level of independence.
- Employment at one of the largest universities in Germany within the University Alliance Ruhr.
- Collaboration in a committed and appreciative team.
- A varied sports program with around 100 sport disciplines and the university's own gym.
- A job in the heart of the lively Ruhr metropolitan region with its diverse cultural offerings.
Benefits
Work-Life-Integration
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
Ruhr-Universität Bochum
Die Ruhr-Universität, die sich in der munteren und einladenden Metropolregion von Ruhrgebiet in der Mitte Europas befindet, ist der Lebensraum von 50.000 Menschen aus 130 Nationen, die hier studieren, arbeiten und erforschen. Alle bedeutenden Fachgebiete sind auf einem kompakten Campus vereint und die Universität umfasst 20 Fakultäten.
Description
- Unternehmensgröße
- 250+ Employees
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Hybrid, Onsite
- Branche
- Bildungswesen
Research Associate in Data Science in Chemistry
- Ort
- Bochum
- Arbeitsmodell
- Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
