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The incoming scientist will be a part of the NASA GSFC Ocean Ecology Laboratory (science.gsfc.nasa.gov/earth/oceanecology) to develop novel pc imaginative and prescient and different AI methods in help of ocean, atmospheric aerosol, and cloud distant sensing.
Date posted
Jan. 4, 2023 2:00 pm
Utility deadline
Feb. 17, 2023 5:00 pm
Group
College of Maryland Baltimore County – NASA Goddard Area Flight Middle
Location
Job description
The Goddard Earth Sciences Know-how and Analysis II (GESTAR II) consortium at NASA’s Goddard Area Flight Middle (GSFC) invitations functions for an information scientist place in Bodily Science, Pc Science, Engineering, Statistics, Arithmetic, or associated discipline.
The incoming scientist will be a part of the NASA GSFC Ocean Ecology Laboratory (science.gsfc.nasa.gov/earth/oceanecology) to develop novel pc imaginative and prescient and different AI methods in help of ocean, atmospheric aerosol, and cloud distant sensing. The candidate must be an unbiased scientist who:
- can apply state-of-the-art strategies within the evaluation and processing of distinctive distant sensing knowledge, reminiscent of these from multi-angle polarimeters,
- is devoted to our aim of manufacturing scientifically related geophysical knowledge merchandise, and
- is ready to talk and work together successfully with non-specialists to implement sensible options at scale.
The place will primarily help two forthcoming NASA missions. The NASA Plankton, Aerosol, Cloud, ocean Ecosystem Mission (PACE, tempo.gsfc.nasa.gov) might be launched in 2024. PACE could have three passive sensors with groundbreaking spectral, polarimetric and multi-angle observing functionality. The NASA Environment Observing System Mission (AOS, aos.gsfc.nasa.gov) will make the most of a number of energetic and passive sensors on a number of spacecraft launched within the 2028-2030 timeframe for statement of atmospheric aerosols, clouds, convection and precipitation. Each missions could have passive, polarimetrically delicate, imagers that make multi-angle observations within the UV-SWIR. The corresponding knowledge are very wealthy, however environment friendly evaluation and processing at a world distant sensing scale is the core problem the profitable applicant will tackle.
Required {Qualifications}:
- Diploma in Bodily Science, Pc Science, Engineering, Statistics, Arithmetic, or associated discipline and minimal of 4 years of related expertise, or an equal mixture of training and expertise.
- Expertise with scientific programming in C/C++, Fortran, Python, IDL or equal.
- Expertise making use of machine studying strategies to resolve pc imaginative and prescient and comparable issues.
Desired Expertise
- Satellite tv for pc knowledge geolocation and projection.
- Environment, ocean and land floor radiative switch. Creation of machine studying radiative switch emulators.
- Distant sensing of the ocean, ambiance and land floor.
- Distant sensing with passive multi-angle polarimetric devices.
- Scientific software program growth in a high-performance computing setting.
- Utility of Bayesian inference methods.
- Analysis / validation of satellite tv for pc observations in opposition to reference knowledge sources.
The profitable candidate will be a part of the GESTAR II Consortium which helps over 120 researchers based mostly primarily at NASA Goddard Area Flight Middle (GSFC). GESTAR II researchers work to create in depth alternatives for breakthroughs in earth and atmospheric science analysis, finishing up observational, experimental and theoretical analysis in help of NASA strategic Earth Science mission goals.
Goddard’s Earth Science Division is house to about 200 civil servants and over 1200 collaborating researchers and help personnel, devoted to finding out the Earth as an built-in system that features the ambiance, oceans, biosphere, cryosphere, and geosphere. The Division operates as a part of the Sciences and Exploration Directorate that collaborate on interdisciplinary analysis with the Astrophysics Science, Heliophysics Science, and Photo voltaic System Exploration Divisions.
The nominal beginning date is early spring, however alternate dates are doable relying on availability.
Candidates ought to present a canopy letter, CV (together with publication checklist) and a 3-page assertion of analysis pursuits. Quick-listed candidates might be requested to provide three letters of reference at a later date. All supplies and inquiries must be despatched by e mail Topic line: Process 175: Researcher Place to: Halley Thompson (halleyt@umbc.edu)
Accomplished functions obtained by February 17, 2023, will obtain full consideration, nevertheless the posting will stay open till the place is stuffed.
Wage and advantages are aggressive, commensurate with expertise and {qualifications}. The GESTAR II consortium and NASA GSFC are dedicated to constructing a various analysis neighborhood and encourage functions from girls, racial and ethnic minorities, people with disabilities and veterans. All GESTAR II establishments are Affirmative Motion, Equal Alternative Employers.
For extra details about the proposed analysis, contact Dr. Kirk Knobelspiesse (kirk.d.knobelspiesse@nasa.gov).
For extra particulars
https://gestar2.umbc.edu/jobs-at-gestar-ii/data-scientist-position-computer-vision-and-other-ai-techniques-in-support-ocean-atmospheric-aerosol-and-cloud-remote-sensing/
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