Dr. Jannes Münchow
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Jannes Münchow
- Current 2 years and 1 month, since May 2024
Senior Data Scientist & DevOps Engineer
cynkra GmbH
DevOps & Infrastructure 1. Deploy and operate self-hosted services (Posit Workbench/Connect/PackageManager, Gitea, Woodpecker) as Docker containers on virtual machines. 2. Develop a PostgreSQL-based entity relationship model with a self-hosted NocoDB interface. Data Science Consulting 1. Deliver data science consulting and technical guidance to clients. 2. Develop Shiny applications and analytical dashboards for production use.
- 2 years and 11 months, Jun 2021 - Apr 2024
Team Lead Geographic Data Science
GfK Geomarketing GmbH
Managing and hopefully inspiring a team of six (Geographic) Data Scientists with following key responsibilities. 1. DevOps, automation and software development. 2. Production of core products and delivery of data services. 3. Conversion of non-standard client requests into standard products.
- 1 year and 7 months, Nov 2019 - May 2021
Senior Data Scientist
GfK Geomarketing GmbH
My key responsibilities were: 1. Set-up and maintenance of Ubuntu VM running among others Posit Workbench. 2. Development and maintenance of automated software solutions (R packages). 3. Development of machine learning frameworks and shiny-based dashboards. 4. Diffusion of advances in data science.
- 3 years and 9 months, Jan 2016 - Sep 2019
Postdoctoral research and teaching associate
Friedrich-Schiller-University Jena
My work focused on automatized statistical computing and the quantitative analysis of ecosystems: 1. advancing geographic data science using innovative data visualization and literate programming, e.g., Geocomputation with R. 2. predictive modeling and risk prediction using statistical and machine learning techniques. assessment of statistical and machine-learning algorithms using spatial data. 3. the development of open source software using R and Python, e.g., RQGIS.
- 2 years and 3 months, Oct 2013 - Dec 2015
(Geospatial) Data Scientist
GfK GeoMarketing GmbH
- 3 years and 7 months, Apr 2010 - Oct 2013
Research assisstant
FAU Erlangen-Nürnberg
Research assistant within a DFG-funded project.
- 3 months, Nov 2009 - Jan 2010
Internship
GFZ Potsdam
Preparation and installation of GPS-stations in Indonesia (Sumatra) within the German Indonesian Tsunami Early Warning Systems Project
- 6 months, Nov 2007 - Apr 2008
Internship
Naturaleza y Cultura (Loja, Ecuador)
Supporting research on climatic characteristics and vegetation along an altitudinal gradient. Moreover, I collected data for my diploma thesis which aimed to model spatially landslide susceptibility.
Ausbildung von Jannes Münchow
- 3 years and 4 months, Apr 2010 - Jul 2013
Geoecology
FAU Erlangen-Nuremberg
Vegetation dynamics along climatic gradients and under human pressure in the arid north of Peru with a special focus on the impact of the ENSO phenomenon
- 4 months, Jul 2009 - Oct 2009
Environmental Studies
University of Waterloo (Canada)
- 8 months, Mar 2007 - Oct 2007
Geografía
Universidad Católica de Chile (Chile)
- 5 years and 5 months, Oct 2004 - Feb 2010
Geography
FAU Erlangen-Nürnberg
Sprachen
English
C1 (Fließend)
German
C2 (Verhandlungssicher / Muttersprachlich)
Spanish
C1 (Fließend)
French
A1-A2 (Grundkenntnisse)
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