Marc Matt
Freelance Data Specialist
Experience
Freelance Data Specialist
BrightlySoftware – A Siemens Company
- Migration of customer data from a private cloud to AWS
- Optimizing data transformation jobs and migration from Talend to AWS Glue
- Automation of all migration steps
- Used technologies: AWS, Python, Lambda, CloudFormation, SQLServer, AWS Stepfunctions, Glue, PySpark
Freelance Data Specialist
RTL Data
- Integrating new recommendation models into the streaming feed
- Optimizing performance and usability of the recommendation provision engine
- Aggregation and integration of user seed calculations for real-time recommendations
- Used technologies: GCP, Python, Kubernetes, Docker, ArgoCD, SQL, FastAPI, Bigquery, AlloyDB, Airflow (Cloud Composer), ArgoWorkflows
Freelance Data Specialist
Boldmetrics Inc
- Redesign data entry into DWH for serverless scalable real-time updates
- Design of data architecture for DWH
- Used technologies: AWS, Python, SQL, Kinesis Firehose, Redshift, MS SQL, dbt
Freelance Data Specialist
Spin – Tier Mobility
- Designing and establishing an MLOps workflow
- Operationalizing ML models for real-time use cases
- Used technologies: GCP, Bigquery, Kubeflow, VertexAI, Airflow (Cloud Composer), Docker, Python, SQL, Flask, dbt
Freelance Data Specialist
Mediamarkt E-Commerce GmbH
- Establishing a supply chain monitoring system
- Implementing APIs to all logistics service providers and transforming them for company-wide reporting
- Used technologies: GCP, Bigquery, Apache Beam, NodeJS, Airflow (Cloud Composer), Docker, Python, SQL, Flask
Freelance Data Specialist
Janus AI
- Redesign data centric processes for more automation and serverless environment
- Used Technologies: AWS, Glue, Python, PySpark, SQL
Freelance Data Specialist
Emma Sleep GmbH
- Redesign Data Entry to DWH for serverless scalable real-time updates
- Project management for implementing proposed change of architecture
- Used Technologies: AWS, Kinesis, Fargate, Docker, SQL, Python, Glue, Redshift
Data Engineering
Engel & Völkers Technology GmbH
- Architecture of a Data Platform, including tool selection and data modelling
- Implementing a Data Platform and integrating all available data source (internal / external)
- Conception and implementation of CI/CD pipeline for the Data Platform
- Modelling property value prediction for real time application
- Used Technologies: Google Bigquery, Apache Beam, Apache AVRO, Python, Kubernetes, Docker, Jenkins, Tensorflow, SQL, Flask
Head of Data Engineering / Machine Learning
Surfmedia GmbH
- Responsible for a team of six, including personnel development
- Architecture of the Big Data / Data Lake systems, including tool selection and data modelling
- Project management of data- / machine learning projects
- Responsible for the technology roadmap and advancement of all affected data systems
- Conception of data pipelines and model selection for the development of Recommendation Engines and fraud recognition systems in a real time environment
- Used technologies: HortonWorks Data Platform, Pivotal HAWQ, Pivotal Gemfire, Hive, Talend Big Data Plattform, Apache Nifi, RabbitMQ, Tableau, Java, Apache AVRO, Spring Boot, Apache Spark, Apache Zeppelin, Python, Tensorflow, SQL
Lead of Business Intelligence / DWH
Surfmedia GmbH
- Coordination and priorisation of all tasks concerning the team using agile methods
- Responsible for six collegues
- Conceptual design and development of a RealTime-DWH (Data Lake / lambda architecture) to provide a single source of truth for the whole group
- Data modelling from data entry, using a push service, to the presentation layer of the Data Lake
- Used technologies: HortonWorks Data Platform, Pivotal HAWQ, Pivotal Gemfire, Hive, Talend Big Data Plattform, Apache Nifi, RabbitMQ, Tableau, Java, Perl, Apache AVRO, Spring Boot, Apache Spark, Apache Zeppelin, Python, SQL
Business Intelligence Analyst
Surfmedia GmbH
- Conceptual design, development and operation of a DWH for the company group consisting of five companies
- Conceptual design, choosing and introduction of a self-service BI system (reporting and visualization)
- Developing a model for predicting orders
- Customer analysis to optimize revenue in a social network
- Used technologies: MySQL, Perl, Python, Tableau, Jedox, RapidMiner, Knime, SQL
Database Consultant
EOS Information Services GmbH
- Conceptual design, development and operation of a DWH for a Decision Engine for risk management
- Conceptual design of risk management processes
- Conception and development of a process for managing addresses using Perl and Uniserv
- Operation and configuration of a high availability system for checking addresses, bank details and duplicates
- Used technologies: Perl, Oracle, Uniserv, Zoot Decision Management, Java, SQL
Datawarehousing Consultant
Key-Work Consulting GmbH
- Migration of the sales reporting for a mail order company
- Development of a statistical model to optimize sales planning of a mail order company
- Development of a statistical model for a dynamic shipping schedule
- Conception, development and operation of OLAP cubes
- Used technologies: MS SQL, MS SSAS, Python, RapidMiner, FastStats, SQL
Database Management
Coxulto Marketing Solutions GmbH
- Target group determination and selection
- Affinity analysis
- Address management and duplicate checking
- Administration and operation of the address database
- Conception, development and operation of sales databases for telecommunication companies
- Used technologies: SAS, MS SQL, MS SSAS, Perl, SQL
Senior CRM Analyst
1&1 Internet AG
- Conceptual design and development of a customer datamart for CRM analysis
- Customer segmentation / up- and cross-selling potential analysis
- Used technologies: MS SQL, MS SSAS, Sybase IQ, SQL
Lead of Business Intelligence Consumer Products
1&1 Internet AG
- Coordination and prioritization of all tasks of the BI team
- Conception and development of KPI reports for the board of directors
- Analysis of customer structures and churn prediction
- Design and development of data marts
- Used technologies: Perl, Java, Sybase IQ, instantOLAP, SQL
Business Intelligence Analyst
1&1 Internet AG
- Design and development of an automated reporting system for customer and contract inventory, as well as internet usage and customer behavior
- Integration of all customer usage data from the company websites into the DWH
- Coordination of all tasks between management and development departments
- Analysis of ongoing new and existing customer campaigns
- Used technologies: Perl, Java, Sybase IQ, instantOLAP, SQL
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (6 years), Media and Entertainment (5.5 years), Advertising (3 years), Real Estate (2.5 years), Retail (1.5 years), and Banking and Finance (1.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Business Intelligence (20.5 years), Information Technology (17.5 years), Marketing (5.5 years), Project Management (4 years), Logistics (1 year), and Supply Chain Management (0.5 years).
Skills
Project Management**
Classical – Excellent Knowledge
Agile – Excellent Knowledge
Programming Languages**
Sql – Expert
Perl – Expert
Python – Excellent Knowledge
Java – Excellent Knowledge
Map / Reduce – Good Knowledge
Sas Base – Basic Knowledge
Octave / Matlab – Basic Knowledge
Databases**
Mysql – Expert
Ms Sql – Expert
Maxdb – Expert
Postgresql – Excellent Knowledge
Pivotal Hawq – Excellent Knowledge
Hive – Excellent Knowledge
Pivotal Gemfire – Good Knowledge
Google Bigquery – Good Knowledge
Tools**
Tableau – Expert
Talend – Excellent Knowledge
Knime / Rapid Miner – Excellent Knowledge
Apache Nifi – Excellent Knowledge
Apache Spark / Pyspark – Good Knowledge
Python Pandas / Scikit – Good Knowledge
Apache Beam – Good Knowledge
Hadoop – Good Knowledge
Apache Zeppelin – Good Knowledge
Rabbitmq – Good Knowledge
Sas – Basic Knowledge
Software**
Ms Office – Expert
Languages
Education
University of Applied Sciences for Business and Design
Diploma in Business Administration (Business Informatics), MBA · Business Informatics · Pforzheim, Germany
Goethe Gymnasium
German A-level Diploma · Gaggenau, Germany
Certifications & licenses
E&V Ready to Sell (real estate agent training)
Pivotal Gemfire
Talend Big Data Platform
Hortonworks Data Platform
Pivotal HAWQ
Text Mining and Analytics
Process Mining
Mining Massive Datasets
Uniserv: online edition Mail Retrieval
Uniserv: mailBatch under DQ Batch Suite
SAS Programming II: Data Management in the Data Step
Seminar: From Sybase ASE to Sybase IQ
Seminar: Practices and Working Techniques of Product Management
Business English Certificate Vantage
Seminar: Advanced Excel
Profile
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