Python Entwickler - Data Scientist - Physiker
- Verfügbarkeit einsehen
- 0 Referenzen
- 40€/Stunde
- 80935 München
- Umkreis (bis 200 km)
- de | en
- 15.10.2024
Kurzvorstellung
Spezialisierung auf Softwaretest mit Python
Studium der Physik
Berufserfahrung in der Software Entwicklung und Machine Learning Integration in Data Pipelines
Studium der Physik
Berufserfahrung in der Software Entwicklung und Machine Learning Integration in 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
Weitere Kenntnisse
PYTHON
* unittest
* pytest
* Selenium
* Requests
* NumPy
* pandas
* Matplotlib
* scikit-learn
* PyTorch
* pydantic
* Django
TESTING
* Certified Tester Foundation Level 4.0
* Unit test
* Integration test
* System tests
* End-to-end tests
* Static architecture tests
* Performance test
* Load test
* Stress test
* Volume test
* Random data test
* Stability tests
* Test environments
* Test Driven Development
SCIENTIFIC PUBLICATIONS
* HUI-Audio-Corpus-German: A high quality TTS dataset
* Neural Speech Synthesis in German: Based on Tacotron 2 and Multi-Band MelGAN
* Evaluation of Deep Learning Accelerators for Object Detection at the Edge
DEVELOPMENT
* Exception handling
* Ticket Review
* Code Review
* Scrum
* Clean Code
* Architecture
* Domain Driven Design
* Refactoring
* Git
* Jira / Confluence
* Databases
* Validation of vision and tickets
* Performance optimizing
CI/CD
* Testing pipelines
* Deployment pipelines
* Jenkins
* GitHub Actions
MATH
* Classification
* Statistics
* Clustering
* Regression
* Dimension reduction
* Neuronal networks
* Anomaly detection
* Timeseries
DATABASES
* MsSQL Server
* MySQL Server
* MongoDB
* CouchDB
OTHERS
* PowerShell
* C++
* C#
* JS/TS
* Node.js
* Angular
* React
* d3
LANGUAGES
* German
* English
* unittest
* pytest
* Selenium
* Requests
* NumPy
* pandas
* Matplotlib
* scikit-learn
* PyTorch
* pydantic
* Django
TESTING
* Certified Tester Foundation Level 4.0
* Unit test
* Integration test
* System tests
* End-to-end tests
* Static architecture tests
* Performance test
* Load test
* Stress test
* Volume test
* Random data test
* Stability tests
* Test environments
* Test Driven Development
SCIENTIFIC PUBLICATIONS
* HUI-Audio-Corpus-German: A high quality TTS dataset
* Neural Speech Synthesis in German: Based on Tacotron 2 and Multi-Band MelGAN
* Evaluation of Deep Learning Accelerators for Object Detection at the Edge
DEVELOPMENT
* Exception handling
* Ticket Review
* Code Review
* Scrum
* Clean Code
* Architecture
* Domain Driven Design
* Refactoring
* Git
* Jira / Confluence
* Databases
* Validation of vision and tickets
* Performance optimizing
CI/CD
* Testing pipelines
* Deployment pipelines
* Jenkins
* GitHub Actions
MATH
* Classification
* Statistics
* Clustering
* Regression
* Dimension reduction
* Neuronal networks
* Anomaly detection
* Timeseries
DATABASES
* MsSQL Server
* MySQL Server
* MongoDB
* CouchDB
OTHERS
* PowerShell
* C++
* C#
* JS/TS
* Node.js
* Angular
* React
* d3
LANGUAGES
* German
* English
Persönliche Daten
Sprache
- Deutsch (Muttersprache)
- Englisch (Fließend)
Reisebereitschaft
Umkreis (bis 200 km)
Arbeitserlaubnis
- Europäische Union
Home-Office
bevorzugt
Profilaufrufe
17
Alter
27
Berufserfahrung
5 Jahre und 3 Monate
(seit 08/2019)
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