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Job ID: 168872

Postdoctoral Research Scientist
Columbia University in the City of New York


Date Posted Oct. 5, 2021
Title Postdoctoral Research Scientist
University Columbia University in the City of New York
New York, NY, United States
Department Mechanical Engineering
Application Deadline Nov. 10, 2021
Position Start Date Available immediately
 
 
  • Post-Doc
  • Agricultural
    Mechanical Engineering
    Computer Science
 
 

The Quadracci Sustainable Engineering Lab (QSEL) works on solutions that could advance well-being and economic growth through both access to energy, water and infrastructure as well as creating and enabling income generating opportunities in emerging economies. In recent years, we have increasingly been asked to help identify opportunities and binding constraints at granular scale using national-scale data of populations, land-use, economic activity and infrastructure to support the ability of private sector and governments to leverage opportunity and address constraints. The incumbent will be contributing to ‘Using Data to Catalyze Energy Investments’, a Columbia World Project.

Responsibilities:
The primary job responsibilities of this position are to:
1) implement deep learning models for identifying cropland, seasonal changes in vegetation, distinguish between horticulture and cereal crops and possible use of irrigation. Inform on value of variety of label data sets and time series radar imagery as well as daytime high-resolution imagery.
2) develop associated code base for multi-sensor image processing and analysis,
3) test, validate and scale-up predictions,
4) document methodology and write publications,
5) work closely with collaborators and practitioners.

Required Qualifications:

  • Ph.D. in computer science, data science, environmental science, engineering, landscape ecology or a closely related field;
  • Extensive experience in machine learning for image analysis;
  • Strong programming skills;
  • Excellent written communication skills demonstrated by prior publications; and
  • A track record that demonstrates the ability to work well with interdisciplinary research teams.

Preferred Qualifications:

  • Experience with processing multi-spectral satellite imagery; computer vision.
  • Strong programming skills in Python, Pytorch, KERAS, TensorFlow; and
  • Experience with cloud-computing tools for geospatial computing (e.g. Google Earth Engine) will be considered advantageous.


  • Columbia University is an Equal Opportunity/Affirmative Action employer —Race/Gender/Disability/Veteran.


 
Please reference AcademicKeys.com in your cover letter when
applying for or inquiring about this job announcement.
 
 

Contact Information

 
  • Milko Milkov
    Mechanical Engineering
    Columbia University in the City of New York
    New York, NY
  •  
  • mm4645@columbia.edu

 

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