Python Entwickler - Data Scientist - Physiker
- Verfügbarkeit einsehen
- 0 Referenzen
- 40€/Stunde
- 80935 München
- Nähe des Wohnortes
- de | en
- 02.01.2025
Kurzvorstellung
P. has several years of experience in the field of applied Data Science & Analytics and is specialized in implementing data pipelines.
Qualifikationen
Projekt‐ & Berufserfahrung
Data Scientist
Kundenname anonymisiert, Stuttgart
8/2021
–
5/2023
(1 Jahr, 10 Monate)
Tätigkeitszeitraum
8/2021 – 5/2023
Tätigkeitsbeschreibung
Functionality test for data lake streaming and an evaluation pipeline for end-of-line test data in Databricks
Created dashboards with Dash for in-situ fuel cell test stations
Developed control charts with Power BI for fuel cell stack components
Preparation of performance and health clusters of process and product variables using e.g. UMAP and K-means clustering
CI/CD, documentation and project management in Microsoft Azure DevOps
Python-Programmierer
Ausbildung
Physik
Master of Science
Universität Heidelberg
2023
Heidelberg
Heidelberg
Physik
Bachelor of Science
Universität Heidelberg
2021
Heidelberg
Heidelberg
Über mich
Data Engineering & Analysis (Python, SQL, Spark)
AI-Modeling, Machine Learning (Regression, Classification, Scikit-learn)
Cloud Engineering & Solution Architectures (AWS)
CloudOps / DevOps (AWS, Docker, Terraform, CI/CD)
Business Intelligence / Visualization (Power BI)
AI-Modeling, Machine Learning (Regression, Classification, Scikit-learn)
Cloud Engineering & Solution Architectures (AWS)
CloudOps / DevOps (AWS, Docker, Terraform, CI/CD)
Business Intelligence / Visualization (Power BI)
Weitere Kenntnisse
PYTHON
* unittest
* pytest
* Requests
* NumPy
* pandas
* Matplotlib
* scikit-learn
* PyTorch
* Django
TESTING
* Unit test
* Performance test
* Volume test
* Random data test
* Stability tests
* Test environments
* Test Driven Development
DEVELOPMENT
* Exception handling
* Ticket Review
* Code Review
* Scrum
* Clean Code
* Architecture
* Refactoring
* Git
* Jira / Confluence
* Databases
* Validation of vision and tickets
CI/CD
* Testing pipelines
* Deployment pipelines
* GitHub Actions
MATH
* Classification
* Statistics
* Clustering
* Regression
* Dimension reduction
* Neuronal networks
* Anomaly detection
* Timeseries
DATABASES
* MySQL Server
* MongoDB
OTHERS
* PowerShell
* C
*Bash
*Linux/Unix
LANGUAGES
* German
* English
* unittest
* pytest
* Requests
* NumPy
* pandas
* Matplotlib
* scikit-learn
* PyTorch
* Django
TESTING
* Unit test
* Performance test
* Volume test
* Random data test
* Stability tests
* Test environments
* Test Driven Development
DEVELOPMENT
* Exception handling
* Ticket Review
* Code Review
* Scrum
* Clean Code
* Architecture
* Refactoring
* Git
* Jira / Confluence
* Databases
* Validation of vision and tickets
CI/CD
* Testing pipelines
* Deployment pipelines
* GitHub Actions
MATH
* Classification
* Statistics
* Clustering
* Regression
* Dimension reduction
* Neuronal networks
* Anomaly detection
* Timeseries
DATABASES
* MySQL Server
* MongoDB
OTHERS
* PowerShell
* C
*Bash
*Linux/Unix
LANGUAGES
* German
* English
Persönliche Daten
Sprache
- Deutsch (Muttersprache)
- Englisch (Fließend)
Reisebereitschaft
Nähe des Wohnortes
Arbeitserlaubnis
- Europäische Union
Home-Office
bevorzugt
Profilaufrufe
37
Alter
27
Berufserfahrung
5 Jahre und 5 Monate
(seit 08/2019)
Kontaktdaten
Nur registrierte PREMIUM-Mitglieder von freelance.de können Kontaktdaten einsehen.
Jetzt Mitglied werden