Job
- Level
- Experienced
- Job Field
- Data
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Jena
- Working Model
- Onsite
Job Summary
In this role, you will develop methods for spatiotemporal statistical modeling and apply machine learning techniques to analyze and understand complex dynamic processes from time series data.
Job Technologies
Your role in the team
- In the DW-DAI department, methods are developed and applied that enable the analysis of complex and large datasets.
- This relies on methods of Machine Learning, Causal Inference, and domain-specific process knowledge.
- The "Causal Inference" group aims to contribute to a data-driven understanding of complex dynamic processes.
- To this end, the group develops methods and software from the fields of causal inference and statistical learning and applies them.
- The group follows an application-driven approach.
- In addition to close collaboration with the users of the methods, this means identifying needs from the applications and addressing these needs through targeted further development of the methods.
- A special focus of the group is on time series data.
- Furthermore, the group is working in the field of quantum machine learning.
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Our expectations of you
Education
- Completed academic university degree (Master's / Diplom University) in Mathematics, Physics, Statistics, Computer Science, Data Science, or another relevant field of study.
Qualifications
- Expertise in spatiotemporal statistical modeling.
- Excellent programming skills in Python.
- Very good written and spoken English skills.
Experience
- Initial experience in handling research tasks, preferably with a focus on spatiotemporal statistical modeling.
- Experience in the preparation of scientific publications.
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What we offer
- Questions about this position (Reference number 5800) will be gladly answered by: Prof. Christian Thiel Tel.: +49 3641 30960 128.
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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
Mathematicians, physicists, computer scientists - spacetime statistical modeling
- Location
- Jena
- Working Model
- Onsite
- Diversity
- Open for all genders
