Data Scientist
Merck KgaA
(Pharma und Medizintechnik, >10.000 Mitarbeiter)
Schlagwörter
Skills
- Data science, statistics, machine learning, big data
- 3x AWS certified (CCP, CSA-A, MLS)
- Genotyping, sequencing and imputation technology
- Anomaly detection, non-parametric analysis and taming the “dimensional explosion”
- Development of algorithms and methods
- Explorative and predictive analytics, statistical modelling and simulation
- System integration, analysis pipelines
- Software development (C/C++, Java, Python, R, Perl, awk, bash, ...)
- Project management and project development
- High-performance computing
- Communicating results, reporting and visualization
Projekthistorie
07/2021
-
09/2022
Development, testing and benchmarking of bioinformatics workflows in oncological research.
02/2019
-
11/2019
Data scientist, python developer
A leading biotech company
(Pharma und Medizintechnik, 1000-5000 Mitarbeiter)
Development of custom cross-plattform applications
Automatization of measurement devices
Statistical analysis of cytometry data
Improvement and testing of unsupervised machine learning methods
Automatization of measurement devices
Statistical analysis of cytometry data
Improvement and testing of unsupervised machine learning methods
04/2019
-
07/2019
Data scientist, data engineer
Jahnes GmbH
(Banken und Finanzdienstleistungen, < 10 Mitarbeiter)
Collaboration on a machine learning project in one of the top German banks
Data retrieval, data engineering
Descriptive statistical analysis of a large banking-related data set
Explorative analysis
Data retrieval, data engineering
Descriptive statistical analysis of a large banking-related data set
Explorative analysis
11/2015
-
10/2018
Research associate (postdoc)
Cologne Center for Genomics (CCG), University of Cologne
department of Statistical Genetics and Bioinformatics
01/2010
-
12/2015
Research associate (PhD student)
German Center for Neurodegenerative Diseases (DZNE)
research group Genomic Mathematics in Neuroepidemiology
01/2011
-
12/2013
Visiting scientist
Max Planck Institute for Molecular Genetics
Zertifikate
AWS Certified Cloud Practitioner
AWS
2022
AWS Cloud Solutions Architect - Associate
AWS
2022
AWS Machine Learning - Speciality
AWS
2022
Reisebereitschaft
Weltweit verfügbar
