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Master Thesis: AI Message Tracking Prediction B2B Service Simulation

Location: 

Bretten, DE, 75015

Division/Department:  Development
Experience:  Bachelor- / Masterthesis


”Accelerating business to improve the lives of people”. This is our purpose statement and encapsulates what we enthusiastically do every day. We integrate our customers’ IT systems to make sure that the right data is at the right 
place at the right time when they digitalize their processes. Companies need their systems to talk to each other to ensure that cars roll off the factory line, that everyone receives their payments on time, and that you can buy what you need from a supermarket.

Our success story began in 1986, when we helped the German automotive industry to digitalize their paper-based supply chains. Today, SEEBURGER is a leading global B2B software provider with more than 1,000 #businessaccelerators in 15 countries worldwide and over 10,000 satisfied customers that rely on our innovative solutions.

Topic


AI Message Tracking Predictions for B2B Service Simulation

 

 

Motivation and goals


The successful processing of messages with a variety of B2B services is monitored by message tracking. In addition to the status of a message, other metadata is collected here in extensive cloud landscapes. Machine learning should predict whether a message is processed incorrectly, as well as enable simulation, planning and optimization of B2B services with relevant message tracking features. The goal of this work is to develop a prediction and simulation framework for monitoring B2B services.

 

 

Tasks

 

  • Feature engineering, cleansing, as well as enrichment of message tracking data, as well as selected metrics from system monitoring, cloud structure data, and log data. Historical data is available for several years in a data lake
  • Investigate and select approaches and ML models suitable for predicting the status of a message and, if applicable, other system characteristics with the selected features
  • Development and implementation of a framework for the prediction of selected features and the regular training of ML models
  • Development and implementation of a simulation system including a visualization for the processing of individual messages and selected metrics of the B2B services
  • Development of criteria for the evaluation of the system and the used ML models

 

 

Location: Bretten and/or Karlsruhe

 

 

Contact Recruiting:

 

Daniel Iwtschenko

+49 7252 96-2224

LinkedIn - XING


Benefit from being part of a company known worldwide for its digitalization solutions. New colleagues, new offices and new products. We are growing, and so should you! We think it is important that you are able to contribute your own specific talents and strengths to our company, and create a path for yourself. Whether you are aiming for a career in management or a specialist area, whether you’re interested in working at a different location or with a new team. Thanks to our know-how and corporate growth in a future-oriented industry, we can offer you both a secure job and a wide range of opportunities. That is what makes SEEBURGER special, as well as our supportive environment in a family-owned company. #StrongerTogether is not just one of our corporate values, it’s something we live every day.

Would you like to join us? Become a #Businessaccelerator today!

Incoming applications are evaluated only for professional qualifications and talent is considered regardless of race, color, religion, gender, sexual identity, nationality, severe disability or age.

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