PhD Position in Seismology and Machine Learning
vor 4 Wochen
Job Description:
We are seeking a highly motivated PhD candidate to join our team at the Helmholtz Centre Potsdam. The successful candidate will work on developing new methods for merging different seismic vibration measurements using machine learning techniques.
Your Responsibilities:
- Develop a working database of smartphone earthquake reports and records
- Use existing ground motion amplification models to select parameters that may affect ground motion at the smartphone location
- Develop methods to detect outliers and improve the quality of the database
- Explore the potential of these new observations to predict ground shaking and map site amplifications in urban areas
- Explore the potential of these new observations to complement classical seismological data
- Suggest improvements to the smartphone applications and contribute to a new generation of smartphone seismological applications
Your Qualifications:
- Mandatory: Master degree or diploma in Physics, Computer science, Mathematics or Geosciences
- Knowledge of geophysics and seismology
- Knowledge in statistics and/or Machine learning
- Solid Programming skills
- Good English language skills
Application Requirements:
- Cover letter on research interests plus motivation
- Mobility declaration including documentation
- Names and contact information of two referees
- CV
- Transcripts and diplomas on master degree. If not available, a confirmation from your institution on completed degree by the application deadline
- Approved documentation of proficiency in English
- Scientific publication list (if applicable)
What We Offer:
- Ambitious and varied tasks in a dynamic and international research environment
- State-of-the-art equipment
- Public service benefits
- Extensive training opportunities
- Professional career advice offered by our in-house Career-Centre
- Flexible working hours and conditions
- Support with finding a good work-life balance offered by benefit@work
- Institute day-care centre on site
- Working at the Albert Einstein science park on the Telegrafenberg in Potsdam
- Work place within walking distance of Potsdam main train station, or just a short ride on the shuttle bus
Start Date: 1st October 2024
Fixed-term: 36 months
Salary: The position is classed as salary group 13 according to TVöD Bund (Tarifgebiet Ost). The salary group is determined on the basis of the Collective Wage Agreement and the respective personal qualifications.
Working hours: Part-time 75% (currently 29.25 h/week)
Place of work: Potsdam
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