Job
- Level
- Experienced
- Job Field
- Data, Application
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Jena
- Working Model
- Onsite
Job Summary
In this role, you will develop algorithms for data-driven analysis of dynamic systems, conduct literature reviews, implement solutions in Python, and systematically evaluate their performance.
Job Technologies
Your role in the team
- Conducting literature reviews with the aim of critically evaluating methods and software from the fields of statistics, machine learning and dynamic systems, and adapting them for use in your own work (current state analysis).
- Developing concepts for the (further) development of algorithms for data-driven analysis of dynamic systems and root cause analysis, e.g., for so-called root cause analysis.
- Putting these concepts into practice by implementing the algorithms in Python, and applying the implemented algorithms to synthetically generated test datasets and/or real-world datasets.
- Evaluating the performance of the algorithms through systematic assessment of the results of their application using appropriate metrics (e.g., sensitivity, specificity, computation time, etc.).
- Documenting the implementation, the applications, and the evaluation of the algorithms' performance.
- Assessment of the work results with regard to patentability and, where appropriate, (collaborative) involvement in the patent application process.
- Preparation of the work results in the form of scientific papers for submission to specialist journals and/or scientific presentations for delivery at conferences, workshops, trade fairs, etc.
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Our expectations of you
Education
- A completed academic degree (Master's / University Diploma) in Mathematics, Physics, Statistics, Computer Science, Data Science or another relevant field of study.
Qualifications
- Specialist knowledge in the areas of dynamic systems and statistical modelling.
- Very good programming skills in Python.
- Very good command of written and spoken English.
Experience
- Initial experience in carrying out research tasks, preferably with a focus on dynamic systems as well as statistical and causal modelling.
- Experience in producing scientific publications.
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Benefits
Work-Life-Integration
Topics that you deal with on the job
Job Locations
This is your employer
Deutsches Zentrum für Luft- und Raumfahrt eV.
As one of the leading research centers in the field of aerospace in Germany, DLR offers its approximately 8,700 employees the unique diversity of topics in aviation, spaceflight, energy, traffic, security and digitalization.
Description
- Company Size
- 250+ Employees
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Agriculture, Silviculture
Employer reviews
by devworkplaces.com
Total
(1 Review)3.4
Career Growth
2.8Workingconditions
4.2Engineering
3.1Culture
3.5
Research Assistant - Data-driven analysis of dynamic systems and root cause analysis
- Location
- Jena
- Working Model
- Onsite
- Diversity
- Open for all genders
