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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 applying machine learning (ML) techniques and optimization algorithms in the domains of signal processing, seismic imaging, and inversion.
Key Responsibilities
1. **Model Development**: Design and implement ML-based models and neural networks tailored for signal processing and seismic imaging applications.
2. **Research Dissemination**: Share research findings through presentations at conferences and contributions to academic publications.
3. **Professional Engagement**: Participate in collaborative activities with other researchers, contribute to scientific peer reviews, and engage in public outreach and education initiatives.
Employment Details
This position is funded for a one-year term, with a competitive salary range of $55,000 - $60,000 annually, commensurate with qualifications and experience. Additional benefits include a professional development budget, university staff privileges, paid vacation and sick leave, holidays, a retirement plan, and various insurance options.
Qualifications
- A Ph.D. in imaging science, computer science, mathematics, physics, earth science, or a related field obtained within the last five years.
- Demonstrated experience in developing machine/deep learning algorithms.
- Proficiency in programming languages such as C++, Python, or MATLAB.
- Ability to work independently as well as collaboratively.
- Evidence of peer-reviewed publications or conference presentations.
Preferred Qualifications
- Familiarity with physics-informed neural networks.
- Experience in diffraction imaging and seismic inversion.
- Background in data processing techniques.
Application Instructions
Interested candidates should submit a cover letter detailing their qualifications, a comprehensive CV, contact information for three references, and unofficial transcripts from their academic institutions.
About KGS
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.
