Research Scientist in Geophysics

1 week ago


Lawrence, Kansas, United States InsideHigherEd Full time
Position Overview
The Kansas Geological Survey (KGS) is seeking qualified candidates for a full-time postdoctoral research role within the Geophysics/Exploration Services team. The successful applicant will collaborate with a research group focused on the creation and application of methodologies utilizing machine learning (ML) and optimization techniques in the domains of signal processing, seismic imaging, and inversion.

Key Responsibilities
90% - Design and execute ML-driven models and neural networks for advanced signal processing and seismic imaging.

5% - Share research outcomes through presentations at conferences and publications in scientific journals.

5% - Contribute to the academic community and institution by engaging in collaborative projects with fellow KGS researchers, participating in scientific peer reviews, and conducting public outreach and educational activities.

Position Requirements
  1. This role requires on-site work.
Essential Qualifications
1. A Ph.D. in imaging science, computer science, mathematics, physics, earth science, or a related discipline, awarded no more than five years prior to the start date.
2. Proven experience in developing machine/deep learning algorithms, as demonstrated in application materials.
3. Proficiency in programming languages such as C++, Python, or MATLAB, as evidenced by application materials.
4. Ability to work independently and collaboratively, as shown by previous work experience.
5. Record of peer-reviewed publications and/or conference presentations, as indicated in application materials.

Preferred Qualifications
  1. Familiarity with physics-informed neural networks.
  2. Experience in diffraction imaging.
  3. Knowledge of seismic inversion techniques.
  4. Background in data processing methodologies.
Application Instructions
In addition to the online application, candidates should submit:
  1. A cover letter (maximum 2 pages) detailing how they meet the required and preferred qualifications, their career aspirations, and their enthusiasm for the position.
  2. A comprehensive CV.
  3. Contact details for three references, including their relationship, email address, and phone number.
  4. Transcripts from college and graduate school (unofficial copies are acceptable).
Compensation and Benefits
This position is funded for one year with an anticipated salary range of $55,000 - $60,000 annually, based on qualifications and experience. Additional benefits include a professional development budget, university staff privileges, paid vacation, sick leave, holidays, a retirement plan, and various insurance options.

About the Kansas Geological Survey
The Kansas Geological Survey is a research and service division of the University of Kansas, dedicated to investigating and providing insights into the state's geological and groundwater resources. KGS scientists engage in research concerning surface and subsurface geology, energy resources, groundwater, and environmental hazards, sharing their findings with the scientific community and the public through various platforms.

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