Postdoctoral Researcher
About The Position
Brookhaven National Laboratory is committed to employee success and we believe that a comprehensive employee benefits program is an important and meaningful part of the compensation employees receive. Review more information at BNL | Benefits Program The Environment, Biology, Nuclear Science & Nonproliferation Directorate conducts fundamental research and develops technology to enable the transition to a secure, sustainable and resilient net-zero society. The postdoctoral position will conduct research on state-of-art AI models with the specific goal to improve geospatial imagery analysis
Requirements
- Required PhD in geosciences, computer science, engineering or related field
- Proven research record in geospatial AI as evidenced by publications
- Expertise with development of AI models
- Hands-on programming expertise
- Explainable, ethical AI
- Knowledge about vision transformers, self-supervised learning
- Broad familiarity with geospatial programming libraries
Nice To Haves
- Non-LLM foundation model expertise
- Time Series Foundation Models
- Expertise with Graph transformers
- Knowledge with multi-modal masked auto encoders
- Expertise in developing larger-scale AI models (SLURM)
Responsibilities
- Conduct independent research
- Report on results of the research in form of presentations, publications
- Develop and test AI models
- Innovate on different AI architectures
- Integrate AI models with other software tools
- Develop, test and implement data pipelines
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What This Job Offers
Job Type
Full-time
Education Level
Ph.D. or professional degree
Number of Employees
1,001-5,000 employees
