Airbus Defence and Space GmbH
Master Student AI Powered Compliance Assistant(m/w/x)
Full-timeInternshipOn-site
Immenstaad am Bodensee
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WIWinterhalter
Master’s Thesis: Predictive Maintenance – Heating Elements(m/w/x)
Meckenbeuren
Full-timeOn-siteJunior
AI/ML
Data Science
Nejo AI Summary
You will drive innovation by developing an AI-based predictive maintenance model for commercial dishwashers, from selecting sensor technology to validating your own failure predictions.
Requirements
- Enrollment in electrical engineering, mechatronics, mechanical engineering, computer science, or comparable master's program
- Interest in data analysis and hands-on development
- Basic knowledge of sensor system design and use
- Initial experience in data analysis and machine learning (advantageous)
- Ability to familiarize with new topics
- Analytical thinking, independent work style, and communication skills
- Knowledge in measurement and control technology or signal processing (desired)
- Excellent English skills
Tasks
- Design and write a master’s thesis on predictive maintenance
- Develop a holistic AI-based condition monitoring approach
- Analyze current predictive maintenance research and technology
- Identify and evaluate suitable sensors and telemetry data
- Process data and extract meaningful condition indicators
- Develop a data-based analysis and prediction model
- Conduct validation tests in labs or real conditions
- Collaborate with a parallel master's project for synergies
- Document results and provide practical implementation recommendations
Education
Currently in higher education
Languages
English – Business FluentGerman – Business Fluent
Tools & Technologies
PythonC++
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Winterhalter and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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WIWinterhalter
Master’s Thesis: Predictive Maintenance – Heating Elements(m/w/x)
Meckenbeuren
Full-timeOn-siteJunior
AI/ML
Data Science
Nejo AI Summary
You will drive innovation by developing an AI-based predictive maintenance model for commercial dishwashers, from selecting sensor technology to validating your own failure predictions.
Requirements
- Enrollment in electrical engineering, mechatronics, mechanical engineering, computer science, or comparable master's program
- Interest in data analysis and hands-on development
- Basic knowledge of sensor system design and use
- Initial experience in data analysis and machine learning (advantageous)
- Ability to familiarize with new topics
- Analytical thinking, independent work style, and communication skills
- Knowledge in measurement and control technology or signal processing (desired)
- Excellent English skills
Tasks
- Design and write a master’s thesis on predictive maintenance
- Develop a holistic AI-based condition monitoring approach
- Analyze current predictive maintenance research and technology
- Identify and evaluate suitable sensors and telemetry data
- Process data and extract meaningful condition indicators
- Develop a data-based analysis and prediction model
- Conduct validation tests in labs or real conditions
- Collaborate with a parallel master's project for synergies
- Document results and provide practical implementation recommendations
Education
Currently in higher education
Languages
English – Business FluentGerman – Business Fluent
Tools & Technologies
PythonC++
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Winterhalter and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Winterhalter
Industry
Manufacturing
Description
Winterhalter ist ein Spülspezialist mit über 2.000 Mitarbeitern und gehört zu den Marktführern der Großküchentechnik.
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