... causal inference, statistical methods of health surveys, high-dimensional inference, longitudinal data analysis, and clinical trials. The Department works closely with the NIH-funded Clinical and ...
... causal inference, statistical methods of health surveys, high-dimensional inference, longitudinal data analysis, and clinical trials. The Department works closely with the NIH-funded Clinical and ...
Senior Principal Scientist, R&D Real-World Evidence (RWE) Advance Analytics (AA) at J&J Family [...]
Titusville, FL · On-site
$137 - $235.75/hr
Extensive hands‑on experience with data engineering and exploratory data analysis, statistical modeling, time‑to‑event analyses, comparative effectiveness analyses, causal inference methods to ...
Senior Principal Scientist, R&D Real-World Evidence (RWE) Advance Analytics (AA) at J&J Family [...]
Titusville, FL · On-site
$137 - $235.75/hr
Extensive hands‑on experience with data engineering and exploratory data analysis, statistical modeling, time‑to‑event analyses, comparative effectiveness analyses, causal inference methods to ...
Postdoctoral Associate
Gainesville, FL · On-site
$61K - $65K/yr
Familiarity with causal inference, real-world evidence, multimodal data integration, or cloud/high-performance computing is a plus. The Postdoctoral Researcher will collaborate closely with ...
Postdoctoral Associate
Gainesville, FL · On-site
$61K - $65K/yr
Familiarity with causal inference, real-world evidence, multimodal data integration, or cloud/high-performance computing is a plus. The Postdoctoral Researcher will collaborate closely with ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative Sys...
The ideal candidate would be a field-based population/community ecologist working in coastal systems, who applies modern approaches in causal inference, experimental ecology, spatial modelling, and ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative Sys...
The ideal candidate would be a field-based population/community ecologist working in coastal systems, who applies modern approaches in causal inference, experimental ecology, spatial modelling, and ...
Postdoctoral Scholar - Florida Center for Prevention Research (Full-time, OPS) (Multiple Vacancies)
Tallahassee, FL · On-site
Training and experience in advanced quantitative methods (e.g., longitudinal analysis, structural equation modeling, multilevel modeling, causal inference methods, geospatial modeling, or machine ...
Postdoctoral Scholar - Florida Center for Prevention Research (Full-time, OPS) (Multiple Vacancies)
Tallahassee, FL · On-site
Training and experience in advanced quantitative methods (e.g., longitudinal analysis, structural equation modeling, multilevel modeling, causal inference methods, geospatial modeling, or machine ...
Post Doctoral Associate in Multi-Omics
Gainesville, FL · On-site
$63K/yr
Dr. Liu has extensive experience in big data analytics, systems biology, probabilistic graphical models, causal inference and machine learning. Dr. Liu's research interests lie in modeling the ...
Post Doctoral Associate in Multi-Omics
Gainesville, FL · On-site
$63K/yr
Dr. Liu has extensive experience in big data analytics, systems biology, probabilistic graphical models, causal inference and machine learning. Dr. Liu's research interests lie in modeling the ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative System
Miami, FL · On-site
The ideal candidate would be a field-based population/community ecologist working in coastal systems, who applies modern approaches in causal inference, experimental ecology, spatial modelling, and ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative System
Miami, FL · On-site
The ideal candidate would be a field-based population/community ecologist working in coastal systems, who applies modern approaches in causal inference, experimental ecology, spatial modelling, and ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
Some of the core areas of focus for our team include pricing, online advertising, uplift and long term value modeling, and general causal inference. Search & Discovery ML : The Search and Discovery ...
LSAT Logical Reasoning Tutor
Tampa, FL · Remote
$26 - $40/hr
... and inference questions. Ability to explain argument structure, conditional logic, causal reasoning patterns, and formal logic principles while preparing students for competitive law school ...
LSAT Logical Reasoning Tutor
Tampa, FL · Remote
$26 - $40/hr
... and inference questions. Ability to explain argument structure, conditional logic, causal reasoning patterns, and formal logic principles while preparing students for competitive law school ...
Causal Inference information
What is a causal inference?
A Causal Inference job involves using statistical and computational methods to determine cause-and-effect relationships from data. Professionals in this field work with observational and experimental data to identify causal impacts, often in domains like economics, healthcare, social sciences, and technology. They apply techniques such as propensity score matching, instrumental variables, and difference-in-differences to ensure rigorous analysis. These roles are commonly found in academia, policy research, and data science teams within tech and finance companies. Strong skills in statistics, programming (e.g., Python, R), and experimental design are typically required.
What skills and qualifications are needed for a causal inference position?
Success in a Causal Inference role requires strong statistical knowledge, expertise in experimental and quasi-experimental methodologies, and advanced proficiency in programming languages like R or Python, typically acquired with an advanced degree in statistics, economics, data science, or a related field. Familiarity with specialized statistical software (such as Stata, SAS, or causal inference packages in R/Python), as well as experience with large datasets and machine learning tools, is highly valued. Excellent problem-solving abilities, clear communication, and collaboration skills are essential soft skills for effectively conveying complex findings to diverse teams. These competencies are critical to producing reliable insights that guide evidence-based decision-making in business, healthcare, or policy settings.
What are common challenges faced in a causal inference position?
Professionals in Causal Inference often encounter challenges such as dealing with confounding factors, addressing selection bias, and ensuring the validity of assumptions behind statistical models. They must carefully design experiments or leverage observational data while staying vigilant about potential data quality issues and model limitations. Collaboration with subject matter experts, data engineers, and business stakeholders is common to ensure accurate contextualization of results. Overcoming these challenges requires a mix of technical acumen and strong communication skills to translate complex analyses into actionable recommendations.
What are the most commonly searched types of Causal Inference jobs in Florida?
The most popular types of Causal Inference jobs in Florida are:
What are popular job titles related to Causal Inference jobs in Florida?
For Causal Inference jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Causal Inference jobs in Florida look for?
The top searched job categories for Causal Inference jobs in Florida are:
Full-time
Medical, Dental, Vision, Retirement
Re-posted 13 days ago
University Of Florida rating
7.2
Based on 108 frontline employees who took The Breakroom Quiz
386th of 620 rated colleges and universities
Job description
Associate/Full Professor and Director of RDDC
Job no: 533049
Work type: Tenure-Track Faculty
Location: Main Campus (Gainesville, FL)
Categories: Allied Health, Physical/Mathematical Sciences
Department:36010000 - PHHP-COM BIOSTATISTICS
Classification Title:
Aso/Full Professor
Job Description:
The Department of Biostatistics is recruiting a tenure-track faculty member at the Associate or Full Professor level. This position includes an administrative role and supplement as the Director of the Research Design and Data Coordinating Center (RDDC), of the Clinical and Translational Science Institute (CTSI). The Department is situated jointly within the College of Public Health and Health Professions (PHHP) and the College of Medicine (COM), in the Clinical and Translational Research Building, facilitating multidisciplinary research. Faculty members pursue independent and collaborative research; they also teach in the MS and PhD in Biostatistics Programs and support a concentration in Biostatistics as part of the Masters of Public Health Program. They are advisors and mentors to a wide variety of students. Our current faculty members are leaders in artificial intelligence, big data analysis, cancer, genetics, infectious disease modeling and intervention studies, medical image processing, metabolomics data analysis, survival analysis, causal inference, statistical methods of health surveys, high-dimensional inference, longitudinal data analysis, and clinical trials. The Department works closely with the NIH-funded Clinical and Translational Science Institute and is home to the Children's Oncology Group, the Center for Statistics and Quantitative Infectious Diseases and multiple NIH and other grants. The department is ranked No. 11 in biostatistics programs at public universities by U.S. News & World Report. And, in the "2024 Best Colleges in the U.S." report, the Wall Street Journal named the University of Florida No. 1 public institution. In April 2024, Forbes names UF as one of the only 10 "New Ivy" schools. As such, it offers an exceptional benefits package and generous leave program.
The University of Florida (UF) is located in Gainesville, FL, was ranked in 2021 by Niche.com among the top 50 cities nationally and has been ranked the Best Place to Live in the US by Sperling and Sander's Cities Ranked & Rated. The College of Public Health and Health Professions and the College of Medicine are in the University's Health Science Center, which also includes the Colleges of Pharmacy, Nursing, Dentistry, and Veterinary Health. The Health Science Center also partners with the immediately adjacent UF Health Shands Hospital, and Malcom Randall VA Medical Center, and the UF Health Science Center Regional campus located in Jacksonville, FL. Additional major institutes and centers located at the University of Florida include the Emerging Pathogens Institute, the Institute of Child Health Policy, the UF Health Cancer Center, the UF Genetics Institute, the Clinical and Translational Science Institute and the McKnight Brain Institute, all of which provide state-of-the-art environments and access to large data sets for faculty collaboration.
Expected Salary:
Salary is negotiable, commensurate with rank.
The University of Florida (UF) offers an exceptional benefits package, including health, dental and vision insurance; state retirement plans; a generous leave program; and tuition assistance. UF is a Public Service Loan Forgiveness (PSLF) eligible employer. For more information on benefits, please visit HR Benefits and Rewards (ufl.edu).
Minimum Requirements:
An appropriate doctoral level degree in biostatistics or a related quantitative discipline.
Preferred Qualifications:
Special Instructions to Applicants:
In order to be considered, you must upload a letter of interest, a CV, and a list of three references.
This position is open until filled. Current applicants remain under consideration and do not need to reapply.
Review of materials will begin immediately and continue until a suitable applicant pool has been established.
Final candidate will be required to provide official transcript to the hiring department upon hire. A transcript will not be considered "official" if a designation of "issued to Student" is visible. Degrees earned from an education institution outside of the United States are required to be evaluated by a professional credentialing service provider approved by the National Associate of Credential Evaluation Services (NACES), which can be found at http://www.naces.org/.
The University of Florida is an equal opportunity institution. If an accommodation is needed to apply for this position, please call 352-392-2477 or the Florida Relay System at 800-955-8771 (TDD). Hiring is contingent upon eligibility to work in the U.S. Searches are conducted in accordance with Florida's Sunshine Law.
University of Florida is a member of the State University System of Florida and an Equal Opportunity Employer. All qualified applicants will receive consideration for employment based on merit.
Health Assessment Required:No
Advertised: 16 Apr 2025 Eastern Daylight Time
Applications close:
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Job no: 533049
Work type: Tenure-Track Faculty
Location: Main Campus (Gainesville, FL)
Categories: Allied Health, Physical/Mathematical Sciences
Department:36010000 - PHHP-COM BIOSTATISTICS
Classification Title:
Aso/Full Professor
Job Description:
The Department of Biostatistics is recruiting a tenure-track faculty member at the Associate or Full Professor level. This position includes an administrative role and supplement as the Director of the Research Design and Data Coordinating Center (RDDC), of the Clinical and Translational Science Institute (CTSI). The Department is situated jointly within the College of Public Health and Health Professions (PHHP) and the College of Medicine (COM), in the Clinical and Translational Research Building, facilitating multidisciplinary research. Faculty members pursue independent and collaborative research; they also teach in the MS and PhD in Biostatistics Programs and support a concentration in Biostatistics as part of the Masters of Public Health Program. They are advisors and mentors to a wide variety of students. Our current faculty members are leaders in artificial intelligence, big data analysis, cancer, genetics, infectious disease modeling and intervention studies, medical image processing, metabolomics data analysis, survival analysis, causal inference, statistical methods of health surveys, high-dimensional inference, longitudinal data analysis, and clinical trials. The Department works closely with the NIH-funded Clinical and Translational Science Institute and is home to the Children's Oncology Group, the Center for Statistics and Quantitative Infectious Diseases and multiple NIH and other grants. The department is ranked No. 11 in biostatistics programs at public universities by U.S. News & World Report. And, in the "2024 Best Colleges in the U.S." report, the Wall Street Journal named the University of Florida No. 1 public institution. In April 2024, Forbes names UF as one of the only 10 "New Ivy" schools. As such, it offers an exceptional benefits package and generous leave program.
The University of Florida (UF) is located in Gainesville, FL, was ranked in 2021 by Niche.com among the top 50 cities nationally and has been ranked the Best Place to Live in the US by Sperling and Sander's Cities Ranked & Rated. The College of Public Health and Health Professions and the College of Medicine are in the University's Health Science Center, which also includes the Colleges of Pharmacy, Nursing, Dentistry, and Veterinary Health. The Health Science Center also partners with the immediately adjacent UF Health Shands Hospital, and Malcom Randall VA Medical Center, and the UF Health Science Center Regional campus located in Jacksonville, FL. Additional major institutes and centers located at the University of Florida include the Emerging Pathogens Institute, the Institute of Child Health Policy, the UF Health Cancer Center, the UF Genetics Institute, the Clinical and Translational Science Institute and the McKnight Brain Institute, all of which provide state-of-the-art environments and access to large data sets for faculty collaboration.
Expected Salary:
Salary is negotiable, commensurate with rank.
The University of Florida (UF) offers an exceptional benefits package, including health, dental and vision insurance; state retirement plans; a generous leave program; and tuition assistance. UF is a Public Service Loan Forgiveness (PSLF) eligible employer. For more information on benefits, please visit HR Benefits and Rewards (ufl.edu).
Minimum Requirements:
An appropriate doctoral level degree in biostatistics or a related quantitative discipline.
Preferred Qualifications:
- Substantial expertise in managing data coordinating centers
- Strong publication record
- Demonstrated excellence in teaching and mentoring
- Established record of funding
Special Instructions to Applicants:
In order to be considered, you must upload a letter of interest, a CV, and a list of three references.
This position is open until filled. Current applicants remain under consideration and do not need to reapply.
Review of materials will begin immediately and continue until a suitable applicant pool has been established.
Final candidate will be required to provide official transcript to the hiring department upon hire. A transcript will not be considered "official" if a designation of "issued to Student" is visible. Degrees earned from an education institution outside of the United States are required to be evaluated by a professional credentialing service provider approved by the National Associate of Credential Evaluation Services (NACES), which can be found at http://www.naces.org/.
The University of Florida is an equal opportunity institution. If an accommodation is needed to apply for this position, please call 352-392-2477 or the Florida Relay System at 800-955-8771 (TDD). Hiring is contingent upon eligibility to work in the U.S. Searches are conducted in accordance with Florida's Sunshine Law.
University of Florida is a member of the State University System of Florida and an Equal Opportunity Employer. All qualified applicants will receive consideration for employment based on merit.
Health Assessment Required:No
Advertised: 16 Apr 2025 Eastern Daylight Time
Applications close:
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About University of Florida
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The University of Florida is one of the top ranked public universities in the United States (ranked top 5 amongst public universities in 2023 US news and world report). It is one of only a few comprehensive universities, having medical, veterinary, dental, nursing, public health, and engineering disciplines all co-localized on the same, contiguous campus to facilitate interdisciplinary collaboration. Gainesville is located in the northern region of Florida, within 1-1.5 hours of each coast, and just 1.5-2 hours to Orlando and Tampa. It is a small to medium-sized city with a low cost of living, excellent public and private schools, and southern hospitality. While Gainesville is widely recognized as the home of the Gators, it is quickly becoming known as a center for innovation and a place with a lifestyle that's comfortable for families, yet attractive for young professionals.
Industry
Colleges, universities, and professional schools
Company size
5,001 - 10,000 Employees
Headquarters location
Gainesville, FL, US
Year founded
1853