Business Intelligence Specialist
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- 60389 Frankfurt am Main
- Europa
- pl | en | de
- 10.07.2024
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
1/2023 – 3/2023
TätigkeitsbeschreibungI help the client with data architecture and data modelling, supporting the business with new and existing BI processes. Closely worked with various departments and owners, I was involved with the full product lifecycle. I build and maintain data models (star and snowflake schema, dimensional modelling) for a data warehouse (DWH, facts and dimensions) and data marts. Develop, optimisation and maintain SQL code, transformation and integration for Tableau reports.
Eingesetzte QualifikationenExasol, SQL, Tableau
2/2022 – 12/2022
TätigkeitsbeschreibungI worked with the client on altering and maintaining existing automated, ETL solutions. Closely cooperate with the teams, from various business departments on the gap analysis, implementation and testing of the new features and processes. Develop new data models (DWH, Kimbal) and visual reports, maintain metadata-driven ETL solution, based on T-SQL, SSIS and .NET. Develop and maintain T-SQL code and process, code and procedure optimization, index strategy and user management (Development DBA). I evaluate current and build new features and extensions for existing solutions/ code. I created data integration between Data Warehouse and data marts. Design, build and maintain data models (DWH, Kimbal) and SSRS reports. Automatization of BI processes (error handling, process auditing, logging reporting, Change Data Capture).
Eingesetzte QualifikationenMicrosoft SQL Server Reporting Services (SSRS), Microsoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
2/2022 – 2/2022
TätigkeitsbeschreibungCollect requirements, design and build reports and dashboards for the project management with Power BI. Close cooperation with the owner on the progress and tests. I design and develop a snowflake-schema data model, develop DAX calculation for visuals, create M-language integration and transformation for processed flat files.
Eingesetzte QualifikationenPower Bi
6/2021 – 10/2021
TätigkeitsbeschreibungClose cooperation with the business and developers on reviewing the current process, collecting requirements, gap analysis, data modelling and development. Recommendation on redesigning the data architecture and process with a focus on optimisation processes and code. Build working PoC, visuals with a focus on speed for large data volume and smooth user experience. Design and implement a new simplified star/ snowflake data model in Power BI with a new T-SQL layer for data feed optimise for a new data architecture. Smoothing report experience and responsiveness of visuals and filters by utilising the power of the Tabular Model in Azure and by removing or simplifying complex and inefficient DAX calculations, incorporating row-level security and T-SQL optimisation and process automatisation.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Power Bi, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Analysis Services (SSAS), Transact-Sql
1/2021 – 2/2021
TätigkeitsbeschreibungWork closely with the Power BI team and senior management on the data architecture of new reports’ solutions. Help and guide junior team members with the requirement collection, gap analysis, design and implementation of data models and visuals. Work closely with the business on reports specification and test, advising best approaches, methods and code optimisation to meet strict SLA times for reports. Cooperate with other teams to reach the most streamlined, efficient data delivery process. Translate reports from Tableau to Power BI, reports and develop DAX and Power Query and implement data model and row-level security. Work closely with data analysts to understand, verify and test processes and results. Delivery of various complex visuals which use geo-referencing, maps, nested data and longitudinal analysis.
Eingesetzte QualifikationenDatenmodelierung, Power Bi
5/2019 – 12/2019
TätigkeitsbeschreibungI joined the business to improve ETL feed processes for Salesforce CRM. I built business knowledge about current issues and gaps in the process which helped me design a new data architecture for the solution. Design and develop new incremental ETL processes which allow error handling and ease of maintenance. Implemented automated and self-healing data feed between the data warehouse and CRM Salesforce. Develop and optimize the whole solution for scalability, modularity, error handling, process auditing and ease of maintenance. The ETL process includes error logging with data and process audit, focusing on low data latency and parallelism. SQL DWH allows incremental load with tracking Change Data Capture. Build and maintain data models, SQL code, C# scripts and Azure code build and deployment.
Eingesetzte QualifikationenData Warehousing, Microsoft Azure, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
1/2019 – 2/2019
TätigkeitsbeschreibungI investigated current processes, business rules and advised on rebuilding the customer's ETL processes for the DWH feed. Design new PoCs for new data architecture: data integration between ERP AX Dynamics 2012 and DWH and business reporting. Redesign existing architecture and processes to improve the process performance and data availability. PoC for ETL based on SSIS and SQL Server DWH which bring continuous and incremental data with self-awareness of process and self-healing, design logging and auditing processes. Design a new data model for the Power BI, with and without a tabular model (solely based on T-SQL or Tabular Model). Optimize the whole solution for scalability, modularity and maintainability.
Eingesetzte QualifikationenData Warehousing, Microsoft Business Intelligence, Microsoft Dynamics Ax, Power Bi, Microsoft SQL Server Analysis Services (SSAS), Microsoft SQL Server Integration Services (SSIS), Microsoft SQL Server Reporting Services (SSRS), Transact-Sql
2/2018 – 7/2018
TätigkeitsbeschreibungI work with the front-end team on the internal application for monitoring and analysing bank security. My task involved data architecture and development. Closely cooperate with various teams on building business knowledge, gap analysis and process documentation. I was responsible for planning and executing data architecture, data modelling conceptual and physical, development of new T-SQL objects and implementation in DB user security, designing and implementing logging and auditing processes and incorporating SSIS and reporting for data processes and visuals.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
1/2018 – 2/2018
TätigkeitsbeschreibungHelp business with administration, current BAU tasks and development. Closely cooperate with business owners to understand their current processes, needs and requirements. I was involved with the full development life cycle and with DBs monitoring and administrating. I create new and enhance existing T-SQL and ETL (SSIS) processes for a DWH. Was involved with data modelling conceptual and physical, dimensional modelling, design and implementation of new data marts. Develop T-SQL reports and code and processes maintenance and optimisation.
Eingesetzte QualifikationenData Warehousing, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
11/2017 – 12/2017
TätigkeitsbeschreibungHelp the client with the current DWH processes and reports. Build PoC for new DWH and suggest best practices, improvements and optimisations to the load/ ETL processes. Work closely with the business to understand their needs and expectations. Act as a data architect and design new architecture based on Kimball DWH and data modelling for the Power BI reports and dashboards. The PoC for a new ELT, based on the SSIS and T-SQL, include data logging and auditing, error handling, self-healing and incremental load and capturing data change. Help design data models and reports for the Power BI.
Eingesetzte QualifikationenData Warehousing, Microsoft Azure, Microsoft Business Intelligence, Power Bi, Microsoft SQL Server Integration Services (SSIS), Transact-Sql
7/2017 – 11/2017
TätigkeitsbeschreibungI was responsible for the full development lifecycle: gathering requirements, gap analysis and close cooperation with the business. I implemented a report suite (SSRS and Power BI) for AX 365 for the accounting and finance department. I was involved with collecting and understanding business requirements and the full development lifecycle. Plan and build the data architecture, data modelling conceptual and physical (Dimensional Modelling). I design and build the Kimball Data Warehouse model through objects in AOS. Implement data model and row security for the reports Power BI with AX. Develop custom AOS Entities, Data Entities, T-SQL, SSRS and X++ objects.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft Dynamics Ax, Power Bi, Microsoft SQL Server Reporting Services (SSRS), Transact-Sql
3/2017 – 6/2017
TätigkeitsbeschreibungI was responsible for the full development lifecycle. Gathering requirements, gap analysis and close cooperation with business. Design and develop the Power BI and SSRS reports and dashboards for the AX 365 data platform. Work closely with the business on requirements specification and testing. Plan and model data architecture and data modelling in AOS (Application Object Service) and Power BI. Build T-SQL objects for the data layers (Kimball Data Warehouse) within AX Dynamics 365 in AOS, create objects and Data Entities and use X++. Create SSRS and Power BI reports and dashboards with row-level security. I was involved with DevOps and Azure code deployment.
Eingesetzte QualifikationenMicrosoft Azure, Microsoft Business Intelligence, Microsoft Dynamics Ax, Power Bi, Microsoft SQL Server Reporting Services (SSRS), Transact-Sql
1/2017 – 2/2017
TätigkeitsbeschreibungCreate an ETL solution to bring multiple data sources into a customer single view. Responsible for the full development lifecycle, including gap analysis, building business knowledge and testing. Design and build ETL and T-SQL solutions and prepare new single-view datasets for the CRM AX NAV. Liaise with business users to ensure that process specifications are accurate and complete.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft Dynamics Nav, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
8/2016 – 11/2016
TätigkeitsbeschreibungI was involved with data architecture and developing ETL processes for the new Kimball data warehouse. Data migration to SQL Server, data integration with the Salesforce CRM and building custom operation reports. Acting as a data architect involves design and data modelling and Dimensional Modelling. The development covers the full code life cycle and UAT test, error tracking, process logging and data lineage. Design and develop a T-SQL and ETL process and reports for DWH and Salesforce.
Eingesetzte QualifikationenMicrosoft Azure, Microsoft Business Intelligence, Microsoft SQL-Server (MS SQL), Transact-Sql
1/2016 – 4/2016
TätigkeitsbeschreibungBuild an ETL solution which automates the data feed for the AX Dynamics 2012 CRM and data integration with the Azure cloud. I was responsible for building, testing, and integrating the SSIS solution with AX Dynamics' API in Azure. The task includes data quality checks, errors, and process logging. Within CRM I create customised SSRS reports for users and customers. I assist with the ad-hoc and BAU requests and tasks around T-SQL, SSIS, and SSRS.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft Dynamics Ax, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
10/2015 – 12/2015
TätigkeitsbeschreibungWork closely with the client to implement changes in current data feed processes for one of the systems and the data warehouse. Advice on future design as well as the best utilization of Microsoft technology. Ad-hoc business support, build SSRS reports.
Eingesetzte QualifikationenData Warehousing, Datenmodelierung, Microsoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Transact-Sql
7/2015 – 10/2015
TätigkeitsbeschreibungDesign and build a new ETL feed for the Data Warehouse, collecting information about sales and royalty fees. Delivering a fully working BI solution based on SSIS, C# and T-SQL. Close alignment with business on solution delivery. Acting as a data architect, I planned and modelled the solution. Design and develop a fully automated, self-healing ETL process that integrates external, high-volume APIs (REST services for Spotify, Apple, and Google) with Data Warehouse. The ETL process was metadata-driven with error handling, Change Data Capture and Data Lineage.
Eingesetzte QualifikationenData Warehousing, Datenmodelierung, C#, Microsoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS)
5/2015 – 7/2015
TätigkeitsbeschreibungDelivering business intelligence enhances for internal clients and supports current BAU processes. Create and maintain various ETL solutions in T-SQL, SSIS, and C#. Implement and fully test an ETL migration between multisource environments in the reach and complex data system in the broadcast system. Ensuring data quality and applied business logic is correct. Review business processes based on legacy systems and analyse for further upgrades.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), PL/SQL, Transact-Sql
12/2014 – 4/2015
TätigkeitsbeschreibungWork closely with business on the delivery of new data architecture for API and front-end. Optimise data processes with PAAS Azure and SQL Server 2012 capabilities. I liaise with business owners, and users and build a business case for a new database structure and processes to achieve optimal load and utilize the potential of the SQL Server 2014 and Windows Azure. With the new PoC, I eliminate the current architecture’s limitation by implementing sharding and In-Memory tables for better load balance. Worked on data and DB security (Always Encrypt), user access control and data hashing/ masking. A new solution based on an incremental data warehouse, which feeds reports to the business and crucial information to the transactional system with a minimum time lag (near-live time).
Eingesetzte QualifikationenData Warehousing, C#, Microsoft Azure, Microsoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Microsoft SQL Server Reporting Services (SSRS), Windows Powershell, Transact-Sql
1/2013 – 11/2014
TätigkeitsbeschreibungDelivering solutions and PoCs for the data warehouse (DWH). I was involved with the full project/ code lifecycle, cooperating with various business teams: accounting, operations, marketing and procurement. Responsible for the design, development, testing and deployment of an SSIS, T-SQL and SSRS code. Often, I had to act as Developer DBA and work on T-SQL, SSIS and process optimization. Develop key business intelligence reports for one of the key marketing programs for better recognition and evaluation of customers, longitudinal analysis, and a single view of customers. Optimize (Development DBA) T-SQL and ETL processes for high volume data loads (structure and non-structured data sources, Amazon Hadoop AWS) for a Kimball data warehouse and enhance it with Change Data Capture, data quality auditing and error handling. Act as DevOps by implementing continuous integration (Team City with Red Gate Tools) for all projects. Plan and model the data architecture, conceptual, physical and dimensional modelling for DWH and Data Vault.
Eingesetzte QualifikationenData Warehousing, Data Vault, Datenmodelierung, Microsoft Business Intelligence, Microsoft SQL Server Analysis Services (SSAS), Microsoft SQL Server Integration Services (SSIS)
3/2012 – 1/2013
TätigkeitsbeschreibungI helped the handling-delivery company with building the bespoke accounting system, a project based on T-SQL and AX Dynamics 2008 as the source. The successful delivery solution required an understanding of business processes, close cooperation with various teams (accounting, marketing and sales) and involvement with the code's full lifecycle.
Eingesetzte QualifikationenBusiness Intelligence (BI), Microsoft Business Intelligence, Microsoft Dynamics Ax, Microsoft SQL Server Integration Services (SSIS), Microsoft SQL Server Reporting Services (SSRS), Transact-Sql
5/2011 – 1/2012
TätigkeitsbeschreibungI built for the client who provided insurance comparison and benchmarking for the insurance industry, process automation. Develop a tailored, automated SQL solution for daily data readiness. Design, test and successfully implement the solution.
Eingesetzte QualifikationenDatenmodelierung, Mysql, SQL
2/2011 – 5/2011
TätigkeitsbeschreibungI worked for an insurance client who required help with database migration, data reporting and day-to-day BAU issues.
Eingesetzte QualifikationenMicrosoft Business Intelligence, Microsoft SQL-Server (MS SQL), Microsoft SQL Server Integration Services (SSIS), Microsoft SQL Server Reporting Services (SSRS), Transact-Sql
6/2006 – 12/2009
TätigkeitsbeschreibungA member of the small team where I was responsible for spatial analysis, data quality, geo-accuracy and data transformation for online services. Create longitudinal, geo-special and other analytical reports based on various data sources and formats. Create data models and data transformation.
Eingesetzte QualifikationenDatenanalyse, ETL, Vermessung, Microsoft SQL-Server (MS SQL), Mysql, Transact-Sql
Ausbildung
Greatern Manchester
Über mich
Weitere Kenntnisse
- Design complex processes for a billion rows solutions and complex relations.
- Design and normalisation of DB schema, create indexing, constraints, jobs/ schedules, maintain replication, DB migration, DB/ table partitioning, error tracking and solving and us er permission management.
- Experienced with Kimball and Inmon Data Warehouse models (facts and dimensions, slowly changing dimensions), Data Vault 1.0/2.0 (hubs, satellites and links), Data Quality and Lineage, Change Data Capture
- Design and implement the ETL/ ELT process with SSIS
- Produce KPIs and reports (SSRS, Power BI) as requested by the business according to SLA.
- Optimizing T-SQL, index, users’ security strategies, and user management
- Microsoft SQL Server version: 2005, 2008 R2, 2012, 2014, 2016, 2017, 2019
- Microsoft BI stack SSIS, SSRS, SSAS, T-SQL
- Red Gate SQL tools, Jira, Confluence
- Source control (Microsoft Team Foundation Framework and GitHub)
- Continuous Integration, Deployment (TeamCity, MS Build)
- MySQL 4.x & 5.x., Oracle 11g and PostgreSQL 8.2
- Working with spatial data in MapInfo and ArcGIS, Surfer, etc.
- Experienced user of MS Excel, DAX, Tabular Model, Power Queries
- VBA, HTML, XML, JSON, .Net, R, Python and PowerShell
- Unit test/ Test Driven Development
Persönliche Daten
- Polnisch (Muttersprache)
- Englisch (Fließend)
- Deutsch (Grundkenntnisse)
- Europäische Union
- Vereinigte Staaten von Amerika
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