Research Scientist III
N
New Mexico State UniversityAgricultural Sciences
United StatesFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- Associate's Degree + 11 years or Bachelor's degree + 9 years
- Required Skills
- AWSPythonGCPMachine LearningAzureRDeep Learning
Requirements
- Associate's Degree with 11 years of relevant experience or a Bachelor's degree with 9 years of relevant experience.
- Advanced expertise in applying deep learning foundational models to predict soil properties.
- Advanced understanding of soil survey, ecology, and soil-vegetation relationships.
- Proficiency in Python and R programming languages.
- Track record of publication and presentation of research results in quality journals or conferences.
- Experience developing and deploying techniques using deep learning architectures such as convolutional neural networks and vision transformer autoencoders.
- Comprehensive knowledge of current and future directions in Artificial Intelligence and Machine Learning.
- Experience with cloud services such as AWS, Azure, or GCP.
- Experience making leading academic contributions and undertaking independent research.
Responsibilities
- Lead the development of workflows to spatially predict land potential and land condition for the Western US.
- Develop methods to integrate field monitoring data and remotely sensed estimates of land condition based on soil stability, hydrologic function, and biotic integrity.
- Interpret, organize, and coordinate scientific research assignments concerned with unique or complex problems.
- Prepare, analyze, and develop scientific publications and present findings at local, national, and international meetings.
- Prepare grant proposals to obtain funding in support of research activities.
- Develop novel computational concepts and approaches, acting independently on technical matters with major scientific impact.
- Maintain currency in state-of-the-art technology and lead the organization, supervision, and training of students and junior team members.
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