Cloud Service Infrastructure Anomaly Detection Expert
vor 1 Woche
Company Overview
SEEBURGER is a leading global B2B software provider with a strong focus on accelerating business processes. Our mission is to improve the lives of people by integrating our customers' IT systems and making sure that the right data is at the right place at the right time.
Job Summary
We are seeking a highly skilled Streamable Multivariate Time Series Anomaly Detection Specialist to join our team. As a key member of our team, you will be responsible for developing and implementing a stream-oriented, multivariate anomaly detector and an alert communication system for cloud service infrastructures.
Key Responsibilities
- Investigate and evaluate different approaches for anomaly detection with a focus on Deep Neural Networks.
- Pre-process, filter, clean, and enrich monitoring data, message tracking data, and cloud structure data for the anomaly detector.
- Develop and implement the AI anomaly detector as well as a framework for the regular training of the ML models and the stream-oriented detection of anomalies.
- Develop and implement a dynamic alert system suitable for different users such as system operators or customers.
- Develop criteria for the evaluation of the system.
Requirements
To be successful in this role, you will need to have a strong background in machine learning, deep learning, and anomaly detection. You should also have experience with cloud service infrastructures and be familiar with the challenges of monitoring and detecting anomalies in complex systems.
What We Offer
As a member of our team, you will have the opportunity to work on cutting-edge projects and contribute to the development of innovative solutions. You will also have access to a comprehensive training program and be part of a dynamic and collaborative team.
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Bretten, Baden-Württemberg, Deutschland SEEBURGER AG VollzeitTopicStreamable 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. A...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitCompany OverviewSEEBURGER is a leading global B2B software provider with a strong focus on accelerating business processes. Our mission is to improve the lives of people by integrating our customers' IT systems and making sure that the right data is at the right place at the right time.Job SummaryWe are seeking a highly skilled Streamable Multivariate Time...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitCompany OverviewSEEBURGER is a leading global B2B software provider with a strong focus on accelerating business processes. Our mission is to improve the lives of people by integrating our customers' IT systems and making sure that the right data is at the right place at the right time.Job SummaryWe are seeking a highly skilled Streamable Multivariate Time...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitCompany OverviewSEEBURGER is a leading global B2B software provider with a mission to accelerate business and improve the lives of people. 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 StoryWe began our success story in the German automotive...
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Bretten, Baden-Württemberg, Deutschland SEEBURGER VollzeitCompany OverviewSEEBURGER is a leading global B2B software provider with a mission to accelerate business and improve the lives of people. 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 StoryWe began our success story in the German automotive...
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