Robert W.

Data Architecture Manager

Leinfelden-Echterdingen, Germany

Experience

Dec 2024 - May 2025
6 months
Essen, Germany

Data Architecture Manager

Aldi-Nord

  • Data Migration Engine / Data Migration from proprietary source systems to SAP/S4 (SAP S/4 HANA Migration cont.)
  • Development data authorization Concept
  • Conception of system architecture / data architecture / data integration – continuous extensions
  • Development conceptional / logical (MDM) data Model - continuous extensions
May 2024 - Nov 2024
7 months
Essen, Germany

Principal Consultant MDM; DG; DQM

Aldi-Nord

Data Migration Engine / Data Migration from proprietary source systems to SAP/S4 (SAP S/4 HANA Migration)

  • Functional Specification for Data Migration Engine
  • Conception of system architecture / data architecture
  • Conception of logical data model (product) derived from Data Transfer PIM-to-SAP /S4 (canonical Data Model)
Sep 2023 - Feb 2024
6 months

Principal Consultant MDM; DG; DQM

Boehringer-Ingelheim

Assessment for Usage of Enterprise Golden Record

  • Create Stakeholder Interview template
  • Conducting enterprise-wide stakeholder interviews for the future introduction of a "global" golden record from several primary data repositories
Feb 2023 - Sep 2023
8 months
Gothenburg, Sweden

Principal Consultant MDM; DG; DQM

PoleStar

Introduction MDM & Data Governance

  • Development & Implementation MDM Maturity Assessment
  • Maturity Result Dashbaord
  • Initialization Data Governance Program derived from MDM Maturity Assessment Results (bottom-up approach)
Sep 2021 - Aug 2022
1 year
Stuttgart, Germany

Principal Consultant MDM; DG; DQM

DEKRA

Project i3X Digital Platform - global Master Data Governance

  • Conceptional Design Master Data Management for Integration into MS Azure Platform
  • Conceptional Design Master Data Quality Management (Staging Concept)
  • Conceptional Design Metadata Management / Data Catalog
  • Analysis / Improvements Business Processes / Master Data Maintenance Processes
  • Development Communication Diagrams between MD Producer / Consumer
May 2021 - Mar 2024
2 years 11 months
Munich, Germany

Principal Consultant MDM; DG; DQM

Hoffmann Group

Introduction of Data Governance & Data Architecture Artifacts

  • Process analyses (requirement process / product domain)
  • Development of Data Requirement Process based on data catalog & business glossary (INFA EDC)
  • Development of CIP (continuous improvement process) according to Six Sigma (DMAIC)
  • Development of data governance operating model
  • Introduction of data stewardship & data architecture capability map
  • Development Data Governance Maturity Assessment template & conduct Assessments
  • Operationalization of data governance by means of Data Architecture Artifacts
Apr 2020 - Dec 2022
2 years 9 months
Cologne, Germany

Principal Consultant MDM; DG; DQM

Messe Köln

Introduction of MDM / data integration, data harmonization (business partner)

  • Data assessment (business analyses / pain analyses (data, processes, integration, people)
  • Development of data catalog at Excel level (SAP-SD)
  • Introduction of data governance structures / activities
  • Data migration / MDM integration architecture
  • MDM process design
Mar 2019 - Jan 2020
11 months
Stuttgart, Germany

Principal Consultant MDM; DG; DQM

Kärcher

SAP C-MDM Project – Preparation for MDM

  • IT Infrastructure for MDM HUB (Customer Domain)
  • Evaluation SAP-SD Business Critical Data Elements (CDEs)
  • DQM / CDE Data Profiling
  • Development / Introduction of home-made Data Catalog with CDE Data Quality Measures included
  • Evaluation of Application / Data Ownership as part of Data Catalog development (Data Governance Initiative)
  • Metadata preparation for future professional Data Catalog imports
  • Concept/ Implementation Data Quality Dashboard
Oct 2018 - Mar 2020
1 year 6 months
Frankfurt, Germany

Principal Consultant MDM; DG; DQM

Messe Frankfurt

Introduction of MDM / data integration, data harmonization (business partners)

  • Data assessment (business analyses / pain analyses (data, processes, integration, people)
  • MDM use case definitions
  • Introduction of data governance structures / activities
  • MDM functional specifications
  • MDM integration architecture
Aug 2018 - Nov 2019
1 year 4 months
Stuttgart, Germany

Principal Consultant MDM; DG; DQM

Thieme

Data Synchronization

  • Definition of Canonical Data Model for data exchange/synchronization between operational systems (CRM, ERP)
Apr 2017 - Jul 2018
1 year 4 months
Frankfurt, Germany

MDM Business Analyst

Commerzbank

Business Analytics / setting up a central data lake / private Customer Data Mart

  • Data Lake requirement analyses
  • Functional Specification Customer Analytics (Annotation Zone)
Jan 2017 - Mar 2017
3 months

MDM Business Analyst

NTTDATA

Development of a maturity model for data governance and master data management

  • Alignment with data governance framework
  • Development of “fast-track” MDM training programs
Sep 2016 - Dec 2016
4 months
Beijing, China

MDM Business Analyst

Daimler

Supplementary data governance operating model for the ongoing CDM project (Customer Data Management / IBM MDM); “Implement an integrated Customer Data Management system to serve all channels” (creation of golden record)

  • Framework for the introduction of data governance / data stewardship
  • Trust concept (for source systems such as SFDC & dealer management systems)
  • DQM monitoring / reporting concept
  • Continuous DQ improvement concept (DMAIC)
  • SOA architecture
Aug 2016 - Sep 2016
2 months
Munich, Germany

MDM Business Analyst

BMW

Central Metadata Repository (in Cooperation with BARC)

  • Setting up a metadata environment based on a central repository with a focus on DWH/BI metadata requirements (business metadata & technical metadata). Architecture concept with input and output criteria. Results should provide the basis for the actual tool evaluation.
  • Development of 8 work packages to fulfill business and IT requirements (how can a metadata management system support a data-driven company)
  • Preparation for Metadata Tool evaluation, Vendor Selection
Jul 2015 - Jul 2016
1 year 1 month
Stuttgart, Germany

MDM Business Analyst

Daimler

International MDM project (IBM Infosphere MDM / Business Partner Domain)

  • Business Requirement Engineering
  • Development of user stories within the framework of SCRUM methodology / project management
  • ACTUAL / TARGET comparison of business requirements with MDM standard functionalities based on IBM Infosphere BP MDM & SOA architecture
  • Agile project approach / SCRUM
  • SPRINT definitions
Nov 2014 - May 2015
7 months
Zürich, Switzerland

Contractor

ABB

Development & operationalization of a company-wide MDM / data governance initiative

  • Development of maturity models (CMMI) for master data quality & processes as well as their organizational completeness (RACI models);
  • Execution of maturity assessments for data quality & processes (Data LifeCycle) across all business units) in cooperation with CDQ / UNI St. Gallen
  • Definition of quality targets (quality metrics) and their weighting based on the results of the maturity assessments (questionnaires) and in relation to real measurement values (baselines). Presentation of the results in the compliance dashboard with various views of all relevant master data domains
  • Analysis of target systems (SAP ERP data profiling) via their degree of compliance with predefined master data rules (rulebooks). Development of ERP checklists to check the SAP ERP maturity levels for all important master data domains (Product & Material; Customer & Vendor; HR, Location, Finance).
  • Nomination of Master Data Country Managers responsible for data quality and their country-specific processes
  • Regular communication with country organizations worldwide (country reviews, issue lists)
  • Consolidation of all master data problem areas (issue lists) as a basis for SAP “ERP Implementation Instructions”
Apr 2012 - Dec 2013
1 year 9 months
Frankfurt, Germany

Contractor

VR Leasing

Design and implementation of a data quality solution for regulatory requirements (Basel2 / F-IRB)

  • Framework, functional & DP concept (functional / non-functional specification) for DQM & Data Governance;
  • Definition and introduction of generic data quality gates for automated DQ measurements along the DWH / ETL route (EQTL / SAS-DDS).
  • Connection of the DQ gates to a metadata management system to create and guarantee the functional context for data requirements (functional mappings, data lineage) and for data quality rules.
  • Formulation of DQ rules and regulations on 3 levels (functional level / HL, LL and technical level);
  • Introduction of data corrections (manual and automated) for dedicated ETL stages.
  • Project management / implementation of the overall solution;
  • Definition and implementation of test cases (HPQC);
  • Conception of test automation for ETL route in the context of the developed DQ infrastructure.
  • Delivery of the solution to dedicated Client’s Business Lines
Sep 2011 - Mar 2012
7 months
London, United Kingdom

Material Master Domain Lead / SAP Material Master (SAP MM)

CCE /Coca Cola Enterprise

Further development and support of a data governance migration project to improve the quality standards for material data (SAP MM) in order to increase efficiency in production and distribution processes. SAP migration (USA/Europe): Adoption and adaption/adjustment (shift&lift) of operational processes for master data creation and maintenance for the European organizations - continuous improvements for data quality measures; screening of activities and maintenance processes and their prioritization; master data quality improvements in three dimensions:

  • Master Data Quality

  • Query Rule Quality

  • Master Data Standards / Attribute level

  • Analysis of current problems in business and material maintenance processes as well as evaluation of master data quality and process execution in the form of a “quick screening” and prioritization of results (SWOT)

  • Adoption of improvement suggestions in future SAP-supported production operations

  • Development of a short-term and long-term solution during and after the migration phase

  • Evaluation of DQ requirements and their comparison with data quality rules and master data standards (material data assessment)

  • Development and support of the data governance migration process (data quality as a function of the data governance initiative)

  • Documentation

May 2011 - Sep 2011
5 months

MDM Business Development Manager

OBI

Introduction of an integrated Master Data Management System (MDM) - Request for Proposal Master Data Management (RFP)

  • With the introduction of the MDM Solution the existing Frontend Systems for dedicated Master Data Maintenance tasks should be replaced and the different data structures of the current environments for "Retail" and "Wholesale" to be merged into one structure.
  • Preparation of MDM requirement profiles / implementation of different workshops:
  • MDM Architectures
  • Data Governance
  • Master Data Quality
  • Reference Functionalities
Aug 2010 - Apr 2011
9 months
Switzerland

MDM Business Development Manager

Nestle

International MDM Project using gicom AutoMATix for SAP Material Creation (SAP-MM)

  • Concept and implementation of a „Material Maintenance Group“solution to provide Business people a selection process for the definition of relevant Plants and belonging organizational structures. Solution by functional extensions of the Automatix-Tool.
  • An important prerequisite for the automatic material creation and maintenance process
  • Promotion Management from PULL approach to PUSH approach
Apr 2010 - Aug 2010
5 months
Switzerland

MDM Business Development Manager

SIKA

Implementation of SAP Price Management Solution (SAP Data Maintenance – Pricing by Vistex)

  • Analyzed price management business requirements and implemented them with a suitable SAP add-on tool.
  • Created price sheets and price maintenance profiles with price proposal features and approval workflows.
  • Integrated complex formulas into price sheets and price policy definitions to ensure data quality and date consistency.
Jun 2009 - Jul 2010
1 year 2 months

MDM Business Development Manager

Knauf, SIKA

gicom AutoMATix – Designed and developed an automated SAP material generation and maintenance solution based on predefined definitions and rules.

  • Ensured master data quality at the material creation phase using AutoMATix combined with formal workflows for validations and additions.
  • Consolidated predefined material master data rules into clusters and executed them in a single step through the SAP material posting process.
Apr 2009 - May 2009
2 months

MDM Business Development Manager

Robert Bosch

Master data management maturity analysis and measurements.

  • Developed a practical concept to measure the maturity level of an existing MDM solution.
  • Based on a combination of COBIT 4.2 (IT governance) and the CMMI model.
Mar 2008 - Jan 2009
11 months
Heilbronn, Germany

MDM /SOA Business Development Manager

IBSolution GmbH

Responsible for developing service-oriented architecture topics and SAP Master Data Management.

  • Responsible for SOA and MDM sales.

Project for Bayer Business Services (04/2008 – 12/2008):

  • Showcased SAP NW-MDM.
  • Analyzed SAP MDM functionalities and matched them with customer requirements for material creation and maintenance. Created a proof of concept for all relevant integrated components: SAP NW-MDM, ERP-MDM, SAP XI/PI, and SAP BW.
  • Integrated and managed maintenance and approval processes using SAP Portal with a workflow solution.
  • Evaluated pros and cons of SAP NW-MDM compared to the existing SAP ERP solution.
Jan 2008 - Mar 2008
3 months
Munich, Germany

Contractor

e.on

Strategy for company-wide information quality management.

  • Created a strategy to ensure sustainable information quality.
  • Focused on using master data quality gates defined during process modeling (defining process classes and linking them to business objects in the information architecture).
  • Used the information architecture as a metadata repository.
  • Established data quality management as a program, anchored in an information governance model and based on Six Sigma’s DMAIC/DMADV continuous improvement processes.
Jun 2007 - Dec 2007
7 months
St. Gallen, Switzerland

Contractor

RZB

A Conceptional Framework for an Enterprise Metadata Management Solution

  • The Concept describes the targets and benefits of a central meta data management system. Evaluations of specific underlying conditions, proposals for architecture and feasibility arguments were expected.
  • Generation and support of RFI and RFP processes for specific Vendors as well as Proof of Concepts were accomplished.
Mar 2007 - Mar 2008
1 year 1 month
Herzogenaurach, Germany

Contractor

ADIDAS

Material Master Data Management – Development of continuous quality Improvements Processes / Master Data / Quality Monitoring / Quality Dashboard

  • Data Quality Dashboards extension for continuous measurements (automated Data Profiling). The results create a significant foundation for both Material Master Data concepts and accompanied test scenarios for a future MDM solution connected via SAP PI.
  • It was introduced to a “data service layer” for data extraction and data mapping.
  • Furthermore the Data Quality dimensions (KPIs) were introduced into “Functional Interface Specification."

Summary

A problem solver at heart - focused on Information Integration (i2), Master Data Management (MDM), Data Quality Management (DQM) and Data Governance (DG) since year 2000. Providing Data Management expertise mainly on master data domains both Business Partner and Products.

Very good knowledge of customer requirements and solution concepts thanks to extensive experience as a developer, senior technical / business consultant, marketing and sales.

Expert in Data Architecture for various data management projects on a strategic and conceptual level. Drive Business Value due to combined understanding for technology & implementation derived from business requirements

Languages

German
Native
English
Advanced

Education

Sep 1974 - Aug 1978

Munich University of Applied Sciences

Diploma in Engineering · Communications / Information Technology · Munich, Germany · 2.1

Oct 1968 - Apr 1973

Federal Railway Telecommunications Workshop

Certificate of Skilled Worker · Electromechanic in Telecommunications Service · 1.0

Certifications & licenses

Accenture Data Architecture

Accenture · Stuttgart, Germany

DataVersity Data Architecture, Data Governance

parsionate GmbH (accenture)

Informatica Product360 (PIM) / Presales Enablement

parsionate / accenture

Informatica MDM Multi-Domain BootCamp

NTTDATA · Stuttgart, Germany

Master Data Quality Manager

ECCMA · United States

DW2008

University of St. Gallen

IT Service Management / ITIL

i2consult · Düsseldorf, Germany

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