Senior Data Engineer / AI Engineer / Cloud Architect (ETL, AI/ML, Cloud, AWS, Azure)
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- Heldenstein, Oberbayern
- DACH-Region
- de | en
- 18.03.2025
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
1/2025 – offen
TätigkeitsbeschreibungCustomer & marketing data warehouse: Data requirements engineering, Develop data and cloud architecture, Data access ad provision model, Building data pipelines, Data ingestion via APIs, Data preparation, Data Warehouse development, Data Monitoring, Cloud Engineering, CI/CD, DevOps, Reporting
Eingesetzte QualifikationenAmazon Web Services (AWS), Cloud Spezialist, Continuous Delivery, Continuous Integration, Data Engineer, Data Science, Data Warehousing, DevOps, Docker, Infrastrukturarchitektur, Python, Snowflake, SQL
10/2023 – 12/2024
TätigkeitsbeschreibungAI-based prediction of car prices: Data and solution requirements engineering, Develop data architecture and continuous optimization, Building data pipelines, Data ingestion via APIs, Data exploration and analysis, Development and optimization of a ML model, Conceptualization and development of Explainable AI, CI/CD, Containerization of scripts, CloudOps / DevOps / MLOps, Data and AI monitoring, Developing Infrastructure-as-Code scripts, Unit testing, Development and implementation of rollout strategy, Business case evaluation, Change management
Eingesetzte QualifikationenDevOps (allg.), Data Scientist, Scikit-learn, Python, Amazon Web Services (AWS), Business Intelligence (BI), Cloud-Services, Cloud Spezialist, Data Analyst, Data Engineer, Data Science, DevOps, Docker, ETL, ETL-Entwickler, Infrastrukturarchitektur, Solution Architekt, Solution Architektur, SQL, Tableau
2/2023 – 12/2024
TätigkeitsbeschreibungAWS, Azure & GCP solution architectures (e.g. Predictive Maintenance, GenAI): Team lead, Conceptualization and development of cloud solution architectures, Development of Infrastructure-as-Code templates
Eingesetzte QualifikationenLangchain, Large Language Models, Amazon Web Services (AWS), Cloud-Services, Cloud Spezialist, Generative KI, Google Cloud, Infrastrukturarchitektur, Microsoft Azure, Predictive Analytics, Python, Solution Architekt, Solution Architektur
5/2022 – 6/2024
TätigkeitsbeschreibungWeb-based application for AI-based time series prediction: Requirements engineering, Conceptualization of the cloud architecture and data pipelines, Implementation of the application in the cloud, Containerization of scripts, Implementation of auto scaling and severless functionalities, Load Balancing, User authentication, Development of an API, Development of Infrastructure-as-Code scripts, CI/CD, DevOps / MLOps, Unit Testing, Performance and cost monitoring
Eingesetzte QualifikationenAmazon Web Services (AWS), API-Entwickler, Cloud-Services, Cloud Spezialist, Continuous Delivery, Continuous Integration, DevOps, Docker, Infrastrukturarchitektur, Keras, Python, Scikit-learn, Tensorflow
4/2022 – 10/2023
TätigkeitsbeschreibungData pipelines for bank supervision reports: Team lead, Data requirements engineering, Data access and provision model, Develop data architecture, Building data pipelines, Data ingestion via APIs, DevOps, Data preparation and visualization for financial reports, Data monitoring, Change management
Eingesetzte QualifikationenDevOps, Business Intelligence (BI), Cloud Spezialist, Data Engineer, Data Warehousing, Docker, ETL, Infrastrukturarchitektur, Microsoft Azure, Power Bi, Python, SQL
2/2022 – 4/2022
TätigkeitsbeschreibungAnalysis of marketing campaigns: Building data pipelines, Data analysis of marketing campaigns,Visualization of the results
Eingesetzte QualifikationenDevOps, Apache Spark, Business Intelligence (BI), Cloud Spezialist, Data Analyst, Data Engineer, Data Science, Docker, ETL, Infrastrukturarchitektur, Microsoft Azure, Power Bi, Python, SQL
8/2020 – 10/2021
TätigkeitsbeschreibungOptimization of the dividend planning: Data and solution requirements engineering, Developing the data architecture, Data exploration and analysis, Building data pipelines, Data ingestion via APIs, Developing and testing several ML models, Containerization of scripts, DevOps / MLOps, Development of a dashboard to visualize the ML results, Unit testing, Change management
Eingesetzte QualifikationenDevOps, Business Intelligence (BI), Cloud Spezialist, Continuous Delivery, Continuous Integration, Data Analyst, Data Engineer, Data Science, Docker, ETL, Infrastrukturarchitektur, Microsoft Azure, Python, Pytorch, Scikit-learn, SQL, Tableau, Tensorflow
3/2020 – 5/2020
TätigkeitsbeschreibungIT project management, coordination of bug fixes and change requests
Eingesetzte QualifikationenProjektmanagement (IT)
4/2018 – 8/2020
TätigkeitsbeschreibungAutomation of tax processes: Process analysis and improvement assessment, Requirements Engineering, Development of RPA Bots, Building data pipelines & data preparation, Development of a module library for RPA bots, Coordination of an international development team, Training of international tax consultants in RPA
Eingesetzte QualifikationenSQL, Data Engineer, ETL, Pega Robotic Process Automation (RPA), Prozessoptimierung, Python
8/2017 – 10/2017
TätigkeitsbeschreibungSupport with a product launch
Eingesetzte QualifikationenProdukt- / Sortimentsentwicklung
Ausbildung
Technical University Munich
Munich
Technical University Munich
Munich
Über mich
AI-Modeling, Machine Learning (Regression, Classification, Time Series, Scikit-learn, PyTorch, Tensorflow)
Cloud Engineering & Solution Architectures (AWS, Azure, Terraform)
CloudOps / DevOps (AWS, Azure, Docker, Terraform, CI/CD)
Business Intelligence / Visualization (Power BI, Tableau)
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Europäische Union
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