Streamable Multivariate Time Series Anomaly Detection Specialist

vor 3 Wochen


Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

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.

Our success story began many years ago, when we helped the German automotive industry to digitalize their paper-based supply chains.

Todays, SEEBURGER is a leading global B2B software provider with more than 1, #businessaccelerators in 15 countries worldwide and over 10, satisfied customers that rely on our innovative solutions.

Topic:

Streamable Multivariate Time Series Anomaly Detection for Cloud Service Infrastructures

Motivation and Goals:

Automatic anomaly detection is an important tool for monitoring complex cloud service infrastructures for B2B communications. Multivariate anomalies here arise simultaneously from a variety of metrics and the context of individual services.

In operation, previously unknown or rare errors occur, comparatively few anomalies can be labeled by experts, and data for training ML models are insufficiently cleaned of anomalies.

Tasks:

  • Investigation and evaluation of different approaches for anomaly detection with a focus on Deep Neural Networks.
  • Pre-processing, filtering, cleaning, as well as enrichment of monitoring data, message tracking data, and the cloud structure data for the anomaly detector.
  • Development and implementation of the AI anomaly detector as well as a framework for the regular training of the ML models and the stream-oriented detection of anomalies.
  • Development and implementation of a dynamic alert system suitable for different users such as system operators or customers, as well as analysis and evaluation of the anomalies.
  • Development of criteria for the evaluation of the system.


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Bachelor- / MasterthesisAccelerating 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...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    OverviewAt SEEBURGER, we accelerate business to improve the lives of people. Our purpose statement encapsulates what we enthusiastically do every day: integrating our customers' IT systems to ensure the right data is in the right place at the right time when they digitalize their processes.Salary and BenefitsWe offer an attractive salary range of €60,000 -...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Company Overview">SEEBURGER is a leading global B2B software provider that has been accelerating business since. We integrate our customers' IT systems to ensure the right data is at the right place at the right time, enabling companies to digitalise their processes efficiently.">Our Story">We began our success story in , helping the German automotive...

  • Content Strategist

    vor 13 Stunden


    Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Join SEEBURGER as a Content Strategist - Business Acceleration SpecialistWe are looking for an experienced Content Strategist - Business Acceleration Specialist to join our team. As a key member of our Sales Content department, you will be responsible for creating engaging content that accelerates business growth and enhances the customer experience.About...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Company OverviewSEEBURGER is a leading global B2B software provider with over 1,000 business accelerators in 15 countries worldwide. We help companies digitalize their processes by integrating their IT systems.Salary and BenefitsThe estimated annual salary for this position is between €60,000 to €80,000, depending on experience. Additionally, you can...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Company Overview:">We are SEEBURGER, a leading global B2B software provider accelerating business to improve the lives of people. Our purpose statement drives what we enthusiastically do every day.We integrate our customers' IT systems to ensure that the right data is in the right place at the right time when they digitalize their processes. This...

  • Financial Accountant

    vor 4 Wochen


    Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:At SEEBURGER, we accelerate business to improve the lives of people. Our purpose statement encapsulates what we enthusiastically do every day. We integrate our customers' IT systems to ensure that the right data is at the right place at the right time when they digitalize their processes.Our success story began with the German automotive industry,...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Accelerating business to improve the lives of people 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...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Bachelor-/MasterthesisAccelerating business to improve the lives of people: Our purpose statementWe integrate our customers' IT systems to ensure that the right data is at the right place at the right time when they digitalize their processes.Companies need their systems to communicate with each other to ensure that cars roll off the factory line,...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Bachelor- / MasterthesisAccelerating business to improve the lives of people.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...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Student / Working StudentAccelerating 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...


  • Bretten, Baden-Württemberg, Deutschland SEEBURGER Vollzeit

    Experience:Bachelor- / MasterthesisAccelerating 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.Our success story began with the...

  • Technical Expert

    vor 4 Wochen


    Bretten, Baden-Württemberg, Deutschland Atlas Copco Vollzeit

    About the Role:We are seeking a skilled Technical Expert to join our team at Atlas Copco. As a key member of our organization, you will be responsible for providing expert technical support to our customers, ensuring the successful installation and commissioning of our adhesive bonding solutions.Main Responsibilities:Provide technical guidance and support to...


  • Bretten, Deutschland SEEBURGER Vollzeit

    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...


  • Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Professional 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...

  • Sales Account Specialist

    vor 6 Monaten


    Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Professional 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...

  • Integration Consultant

    vor 6 Monaten


    Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Professional 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...

  • Financial Accountant

    vor 6 Monaten


    Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Professional 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...

  • Spontaneous Application

    vor 6 Monaten


    Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Professional 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...

  • School Internship

    vor 6 Monaten


    Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Trainee 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...


  • Bretten, Deutschland SEEBURGER Vollzeit

    Experience: Apprenticeship 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...