Postdoctoral Researcher in Computational Social Science
1 week ago
Key Responsibilities:
- Design and execute large-scale data collection strategies from social media and other digital platforms using APIs, web scraping, and other proprietary techniques.
- Develop, test, and evaluate algorithms and software, including Large Language Models, to analyze social media data, with a focus on the volume, content, communication patterns, and effects of media messaging concerning climate change.
- Prepare peer-reviewed articles, white paper reports, and presentations.
- Collaborate with colleagues to design and build interactive websites and/or dashboards to publicly communicate research insights.
- Contribute to grant proposals and other funding opportunities.
- PhD or equivalent in fields including but not limited to Computational Social Science, Data Science, Computer Science, Political Science, Communication Science, quantitative History of Science, Sociology, Psychology, and other fields related to social media data mining.
- Strong capabilities in relevant research methods, which could include social network analysis, statistical analysis, open-ended data mining, applied machine learning, web scraping, and API interaction.
- Demonstrated proficiency in programming languages such as Python, R, or similar.
- Demonstrated background in Computational Social Science, Data Science, Computer Science, Political Science, Communication Science, quantitative History of Science, Sociology, Psychology, and other fields related to social media data mining.
- Strong publication record in relevant fields.
- Excellent written and verbal communication skills.
- Experience with interactive data visualization and website development.
- Proficiency in using cloud-based platforms for data storage and computation.
- Familiarity with climate change misinformation, obstructionism, politics, and/or communication.
- Experience working with interdisciplinary research teams or in cross-sector collaborations.
How to Apply: To be considered, please submit a cover letter, a one-page statement of research experiences and interests, curriculum vitae, and contact information for three references. The University of Miami is an Equal Opportunity Employer - Females/Minorities/Protected Veterans/Individuals with Disabilities are encouraged to apply.
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