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Open Postdoctoral position, faculty mentor Rob Jackson

Important Info

Faculty Sponsor (Last, First Name): 
Jackson, Rob
Stanford Departments and Centers: 
Environ Earth System Science
Postdoc Appointment Term: 
Two years
Appointment Start Date: 
January 2022
How to Submit Application Materials: 

Two postdoctoral positions, Stanford University:
Remote sensing and georeferencing of global methane-source infrastructure
 
1. AI/Computer vision + remote sensing
2. Geospatial data integration
 
Stanford University’s Earth System Science and Computer Science Departments are hiring two full-time postdoctoral scientists with expertise in remote sensing, geospatial analyses, computer sciences, the oil and gas sector, and/or biogeosciences to (a) Lead the construction of a public database of global methane source infrastructure (including oil and gas wells and related facilities, landfills, and other infrastructure) by aggregating and integrating multiple disparate datasets; (b) Work closely with computer vision researchers to develop and validate AI-based satellite image-derived methane source databases, and integrate them into the aggregated database; (c) Conduct geospatial data analyses and visualizations of the database. Social computing, crowdsourcing, and uncertainty estimation will be used as part of a human-in-the-loop design for ensuring high-quality data records. Successful candidates will contribute to Stanford’s multi-year AI for Climate Initiative (https://stanfordmlgroup.github.io/programs/aicc-bootcamp/) and the Global Carbon Project (globalcarbonproject.org).  Project investigators include Rob Jackson (jacksonlab.stanford.edu), Andrew Ng (https://www.andrewng.org), Michael Bernstein (https://hci.stanford.edu/msb/) and others to provide a reference database for source attribution of methane plumes identified from satellites and aircraft.
 
Stanford welcomes applications from all who would bring additional dimensions to the University's research, teaching and clinical missions. Apply by December 15, 2021, for full consideration. Applications will be reviewed as they are received.

Required Qualifications: 
  • PhD
Required Application Materials: 
  • CV
  • Statement of research
  • Diversity statement
  • Names and contact information for three references

 

Stanford is an equal opportunity employer and all qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other characteristic protected by law.