Data Analyst/ Datenanalyst
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- 01.10.2024
Kurzvorstellung
Specialized in the Microsoft Development Platform: SQL Server, MS Azure, Power BI, SSIS, SSAS, SSRS
Qualifikationen
Projekt‐ & Berufserfahrung
1/2022 – offen
Tätigkeitsbeschreibung
- Komplexe Dax-Measures erstellen nach Vorgabe des Kunden
- Visualisierung der Prozess-Kennzahlen in Power BI
- Unterstützung bei der Anbindung via Live-Connection an ein SSAS Datamodel
- In einer Übergangsphase: Aufbau verschiedener PowerBI Reports basierend auf Excel-Dateien
Power Bi, Microsoft SQL Server Analysis Services (SSAS)
10/2020 – offen
Tätigkeitsbeschreibung
- Mitarbeit beim Entwickeln eines Fraud Detection Tools und der Visualisierung mit Hilfe von Power BI
- Entwickeln einer hauseigenen Benchmarking-Solution, die weltweit ausgerollt werden soll (Datenextraktion, Datentransformation, Datenvisualisierung)
- Entwickeln von Metriken und Statistiken zur Auswertung der eingesetzten Tools
DevOps, Power Bi, Transact-Sql
7/2020 – offen
Tätigkeitsbeschreibung
- Proof of Concept Power BI Reports als Ablösung der bestehenden SSRS-Reports
- ETL Beladungsstrecken mit dem Tool SSIS betreuen, erweitern, neu aufsetzen
- Externe Daten automatisiert als csv Dateien herunterladen (REST-APIs, Powershell)
Power Bi, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Windows Powershell
10/2019 – 9/2020
Tätigkeitsbeschreibung
Enhancement of ETL Platform
- Functionality of Data Workbench (potentially used by 70.000 auditors in 190 countries):
o Extracting Data from various ERP-Systems via Data Connectors
SAP, Oracle, MS Dynamics NAV/ AX
o Importing Transactional Data into a Common Data Model
o Providing User-Interface for Parameter Input & Metadata Input
o Executing T-SQL procedures of pre-defined audit Analytics (General Ledger Analytics, Subledger [e.g. Sales, Inventory, Purchase,…] Analytics)
o Processing SSAS cubes
o Providing pre-defined Dashboards (PowerBI/ Excel) for user download
- Tools: SSIS, SSAS, T-SQL, Visual Studio, AzureDevOps, GitHub, (AngularJS for Frontend)
- My Role:
o Connecting various ERP Data Sources to Common Data Model
Earlier it was only possible to connect SAP tables
Now Data Workbench is able to process data from Oracle, MS Dynamics, DATEV,...
o Design concept for a Software Development Kit/ API for Data Workbench
Goal: give central teams of countries the flexibility to change the ETL Platform for their needs
How: Design & Enhance Database Model (ER Diagram) of Data Workbench Backend
Metadata driven approach: We showcased how to change Data workbench so that new functionalities (new analytics/ new ERP systems/…) can be added only by modifying the backend
DevOps, Power Bi, Microsoft SQL Server Analysis Services (SSAS), Microsoft SQL Server Integration Services (SSIS), Transact-Sql, Microsoft Visual Studio
8/2018 – 9/2019
Tätigkeitsbeschreibung
Development of “General Ledger Advanced Analytics”
- Background: Based on existing General Ledger Standard Analytics there was the need of gaining as much insights as possible without extracting subledger information from customer ERP systems
o Enhancement of Bifurcation Algorithm allowed us to assign customer and vendor information to each Journal Entry
o Development of Common Data Model allowed us to leave the SAP-world and be ready for connecting other ERP systems
o Visualization (e.g. via waterfall diagram) enables auditors to gain insight into following areas: Sales, Inventory, Purchase, Fixed Assets, Human Resources
- Tools: PowerBI & Excel, SSIS, SSAS, T-SQL, Visual Studio, AzureDevOps
Development of “Audit Benchmarking”
- Best-in-class dashboard for audit relevant KPIs over certain customer segmentations
- Creating a workflow considered data risk requirements, stakeholder needs and statistical correctness based on data insights
- Developing the data process flow
o Extracting Data from different cubes via SSIS
o Importing Data into SQL Server tables
o Developing metadata driven (enable Business users to define KPIs in sharepoint) logic of execution order for several KPIs (e.g. Purchase Order Rate)
o Design & Implementation of SSAS cube
- Methods: Statistical process control for sequential testing of relevant KPIs
- Tech: Microsoft SQL Server, SSAS, SSIS, Excel, Azure DevOps.
Power Bi, Microsoft SQL Server Analysis Services (SSAS), Transact-Sql, Microsoft SQL Server Integration Services (SSIS), Microsoft Azure
8/2017 – 7/2018
TätigkeitsbeschreibungEntwurf und Umsetzung von T-SQL/ SSAS Datawarehouses für die Bereitstellung von Self Service Business Intelligence Tools. Koordination von 10 Offshore und 4 onshore SQL Developern. Scrum Master. Spezifikation von Kundenanforderungen. Brücke zwischen Business und Technik, Hands-On: 10% Meetings, 90% agiles entwickeln im Scrum Team.
Eingesetzte QualifikationenMicrosoft SQL Server Analysis Services (SSAS), Microsoft SQL Server Reporting Services (SSRS), Transact-Sql, Microsoft SQL Server Integration Services (SSIS), Microsoft SQL-Server (MS SQL)
10/2016 – 6/2017
Tätigkeitsbeschreibung
Developing Performance Report for Solar power plants
- Goal
o Analysing and Visualizing the Performance of Photovoltaic Modules over time to find low power modules that need to be replaced.
- Extraction, Transformation, Loading and Visualization of Data:
o Data Input:
API Webservices Webplatform meteocontrol/ sunnyportal
Data logger on power plants send csv-files via mail => existing data importer writes data into T-SQL database
o Implementation of Analyzing Logic via T-SQL Procedures
o Visualization via MS Reporting Services => parameter based auto-generated PDF/ E-Mails
Development of Financial Report for Wind power plants
- Goal
o Monthly auto-generated financial reports to inform investors about financial KPIs. Reports of around 10-30 pages containing charts, data and diagrams, technical documentation of Operation & Maintenance collected from wind power plants with a capacity comparable to one nuclear power plant.
- Extraction, Transformation, Loading and Visualization of Data & Reports
Development of Financial Report for Solar power plants
- Goal
o Monthly auto-generated financial reports to inform investors about financial KPIs. Reports of around 10-30 pages containing charts, data and diagrams, technical documentation of Operation & Maintenance collected from solar power plants with a capacity comparable to one nuclear power plant.
- Extraction, Transformation, Loading and Visualization of Data & Reports
Microsoft SQL Server Reporting Services (SSRS), Transact-Sql, Microsoft SQL-Server (MS SQL)
Ausbildung
Berlin
Mannheim
Über mich
Weitere Kenntnisse
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Europäische Union
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