PhD Position (f_m_x) Smartphone-based data and earthquake ground-shaking prediction

TN Germany; Potsdam; Vor Ort; EUR 50.000 - 65.000; Teilzeit

Zusammenfassung

A leading research collaboration in Potsdam is seeking a PhD candidate for smartphone-based earthquake prediction. The role involves developing innovative methods for data analysis and improving early warning systems using machine learning techniques. Candidates should possess a Master's degree in a relevant field and have strong programming skills. The position offers a dynamic research environment with flexible working hours and various benefits.

Leistungen

Dynamic international research environment

State-of-the-art equipment

Training and career advice

Flexible hours

Work-life balance support

On-site daycare

Qualifikationen

• Master's degree required in relevant fields.
• Knowledge of geophysics and seismology essential.
• Solid programming skills and proficiency in English.

Aufgaben

• Develop a database of smartphone earthquake reports.
• Analyze parameters affecting ground motion using models.
• Enhance data quality and detect outliers.

Kenntnisse

Knowledge of geophysics

Knowledge in statistics

Machine learning

Solid programming skills

Proficiency in English

Ausbildung

Master's degree in Physics

Master's degree in Computer Science

Master's degree in Mathematics

Master's degree in Geosciences

Jobbeschreibung

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PhD Position (f_m_x) Smartphone-based data and earthquake ground-shaking prediction, Potsdam

Job Details:

• Location: Potsdam, Germany
• Job Category: Other
• EU work permit required: Yes
• Reference Number: 6a7ad57766f0
• Job Views: 1
• Posted: 13.05.2025
• Expiry Date: 27.06.2025

Job Description:

The collaboration between GFZ, the University of Bergamo, and EMSC aims to analyze datasets from smartphone earthquake detection apps like EQN and LastQuake. The work involves developing methods for merging seismic data, improving early warning systems, and creating high-resolution vibration maps using machine learning techniques.

Your responsibilities:

1. Develop a database of smartphone earthquake reports.
2. Use ground motion models to analyze parameters affecting ground motion.
3. Develop methods to detect outliers and enhance data quality.
4. Explore the potential of smartphone data to predict ground shaking and map site amplifications.
5. Complement classical seismological data with smartphone observations.
6. Propose improvements to smartphone applications and contribute to new seismological apps.

Your qualifications:

1. Master's degree in Physics, Computer Science, Mathematics, or Geosciences.
2. Knowledge of geophysics and seismology.
3. Knowledge in statistics and machine learning.
4. Solid programming skills.
5. Proficiency in English.

Application materials:

• Research interests and motivation letter.
• Mobility declaration and documentation.
• Contacts of two referees.
• CV, transcripts, and diplomas or confirmation of degree.
• English proficiency proof.
• Publication list (if applicable).

What we offer:

• Dynamic international research environment with varied tasks.
• State-of-the-art equipment and benefits.
• Training and career advice.
• Flexible hours, work-life balance support, on-site daycare, and location benefits.

Start date:

1st October 2024

Duration:

36 months

Salary:

Salary group 13 (TVöD Bund, Ost), based on qualifications

Working hours:

Part-time 75% (approx. 29.25 hours/week)

Workplace:

Potsdam

Application deadline:

8th September 2024

If interested, please submit your application via the online form.