Marc Matt

Freelance Data Specialist

Hamburg, Germany

Experience

Jul 2024 - Present
11 months
Germany

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
Oct 2022 - Jun 2024
1 year 9 months
Germany

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
Jul 2022 - Sep 2022
3 months
Germany

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
Dec 2021 - Jul 2022
8 months
Germany

Freelance Data Specialist

Spin - Tier Mobility

  • Designing and establishing an ML Ops workflow
  • Operationalizing ML models for real-time use cases
  • Used technologies: GCP, Bigquery, Kubeflow, VertexAI, Airflow (Cloud Composer), Docker, Python, SQL, Flask, dbt
Jun 2021 - Nov 2021
6 months
Germany

Freelance Data Specialist

Mediamarkt E-Commerce GmbH

  • Establishing a supply chain monitoring system
  • Implementing APIs to all Logistic Services Providers and transforming them for use in a companywide reporting
  • Used Technologies: GCP, Bigquery, Apache Beam, NodeJS, Airflow (Cloud Composer), Docker, Python, SQL, Flask
Mar 2021 - Jun 2021
4 months
Germany

Freelance Data Specialist

Janus AI

  • Redesign data centric processes for more automation and serverless environment
  • Used Technologies: AWS, Glue, Python, PySpark, SQL
Feb 2021 - Apr 2021
3 months
Germany

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
Aug 2018 - Jan 2021
2 years 6 months
Germany

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
Jan 2016 - Jul 2018
1 year 7 months
Hamburg, Germany

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
Oct 2014 - Dec 2016
2 years 3 months
Hamburg, Germany

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
Mar 2012 - Sep 2014
2 years 7 months
Hamburg, Germany

Business Intelligence Analyst

Surfmedia GmbH

  • Conceptual design, development and operation of a DWH for the company group consisting of five companies
  • Conceptual design, chosing 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
Nov 2010 - Feb 2012
1 year 4 months
Hamburg, Germany

Database Consultant

EOS Information Services GmbH

  • Conceptual design, development and operation of a DWH for a Decision Enginge for risk management
  • Conceptual design of processes for risk management
  • Conception and development of a process for manageging 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
Oct 2009 - Oct 2010
1 year 1 month
Karlsruhe, Germany

Datawarehousing Consultant

Key-Work Consulting GmbH

  • Migration of the sales reporting for a mailorder company
  • Development of a statistical model to optimize sales planning of a mailoder 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
Oct 2008 - Sep 2009
1 year
Stuttgart, Germany

Databasemanagement

Coxulto Marketing Solutions GmbH

  • Target group determination and selection
  • Affinityanalysis
  • Addressmanagement and duplicates check
  • 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
Jun 2008 - Sep 2008
4 months
Karlsruhe, Germany

Senior CRM Analyst

1&1 Internet AG

  • Conceptual design and development of a customer datamart for CRM analysis
  • Customer segmentation / up- and crossselling potential analysis
  • Used technologies: MS SQL, MS SSAS, Sybase IQ, SQL
Apr 2007 - Jun 2008
1 year 3 months
Karlsruhe, Germany

Lead of Business Intelligence Consumer Products

1&1 Internet AG

  • Coordination and priorisation of all tasks of the BI team
  • Conception and development of KPI reports for the board of directors
  • Analysis of cusomter structures and churn prediction
  • Design and development of data marts
  • Used technologies: Perl, Java, Sybase IQ, instantOLAP, SQL
Mar 2003 - Apr 2007
4 years 2 months
Karlsruhe, Germany

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 behaviour
  • Integration of all customer concerning usage data of 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

Languages

German
Native
English
Advanced
French
Elementary
Japanese
Elementary

Education

Sep 1998 - Feb 2003

Fachhochschule für Wirtschaft und Gestaltung, Pforzheim

Dipl. Betriebswirt Wirtschaftsinformatik (MBA) · Betriebswirt Wirtschaftsinformatik · Pforzheim, Germany

Oct 1995 - Jun 1998

Goethe Gymnasium, Gaggenau

Abitur · Gaggenau, Germany

Certifications & licenses

Business English Certificate Vantage