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Applied Data Scientist – Development of Condition Monitoring Use Cases
- Frauenfeld, Switzerland
- 50-100%
- Open-end
Our passion for trains goes beyond building them. As a complete service provider and dedicated partner, we guarantee safety, availability and operation – because we want our customers to have very happy customers of their own. Join our team and help us shape the future of mobility!
YOUR TASKS
Identify and develop end-to-end condition monitoring use cases for condition based maintenance (CBM) on rolling stock, including:
- Identify within available data, which ones could be used for condition monitoring
- Develop data processing frameworks for online condition monitoring (data logging, data processing, minimum viable product/dashboard)
- Match results with feedback from the field to identify the relevant maintenance tasks which could be performed based on condition
- Document your findings and advertise to the rest of the company and to our clients
- Support and manage industrialisation of findings and transfer between various fleets of different generations
- Help the team in staying up-to-date with the latest developments in data-driven maintenance related topics
- Advertise, manage and supervise student projects from Engineering schools, universities and federal institutes
YOUR PROFILE
- You have Master's or PhD degree in Data Science, related technical field, or a Bachelor with equivalent practical experience
- You have engineering experience (education or practical experience)
- You have a very good and proven command of Python
- A very good command of German and/or English
- You have experience with applied data science and are not afraid to deal with unlabelled data from various data sources
- Strong analytical and problem solving skills: A system engineer spirit in trying to understand technically the system under study to quickly converge toward efficient and relevant monitoring solutions
- Good communication skills on multiple levels: being able to involve people from varied background in your projects, from the technicians in the workshop, the system experts to the commercial project leaders of our clients
I AM HAPPY TO HELP
Should you have any questions, please don't hesitate to get in touch. We look forward to receiving your online application.
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Information for applicants
Melissa Weishaupt
phone +41 71 626 25 88
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