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Research Scientist in Geophysics
2 months ago
The Kansas Geological Survey (KGS) is seeking qualified candidates for a full-time postdoctoral research role within the Geophysics/Exploration Services division. The successful applicant will collaborate with a research team focused on developing and implementing innovative methodologies utilizing machine learning (ML) and optimization techniques in the domains of signal processing, seismic imaging, and inversion.
Key Responsibilities
1. **Model Development**: Design and implement ML-based models and neural networks aimed at enhancing signal processing and seismic imaging capabilities.
2. **Research Dissemination**: Share research findings through presentations at conferences and publications in relevant journals.
3. **Professional Engagement**: Contribute to the scientific community and institution through collaborative efforts with fellow researchers, peer reviews, and public outreach initiatives.
Position Requirements
1. A Ph.D. in imaging science, computer science, mathematics, physics, earth science, or a closely related field, awarded within the last five years.
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.
4. Ability to work independently as well as collaboratively in a team environment.
5. A record of peer-reviewed publications and/or conference presentations.
Preferred Qualifications
- Familiarity with physics-informed neural networks.
- Experience in diffraction imaging and seismic inversion.
- Background in data processing techniques.
Additional Instructions for Candidates
Applicants should submit the following materials:
1. A cover letter (maximum 2 pages) detailing how you meet the required and preferred qualifications, your career aspirations, and your interest in this position.
2. A comprehensive CV.
3. Contact details for three references, including their relationship to you.
4. Transcripts from college and graduate school (unofficial copies are acceptable).
Compensation and Benefits
This position offers a competitive salary in the range of $55,000 - $60,000 annually, commensurate with qualifications and experience. Additional benefits include a professional development budget, paid vacation, sick leave, holidays, 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 related to geology, energy resources, groundwater, and environmental hazards, sharing their findings with the scientific community and the public through various platforms.
