BIOSTATISTICIAN
Birmingham, AL · On-site
$60.84K - $98.86K/yr
Develop and implement advanced statistical models, including Bayesian hierarchical models, regression, survival analysis, and longitudinal data analyses techniques. * Collaborate with ...
BIOSTATISTICIAN
Birmingham, AL · On-site
$60.84K - $98.86K/yr
Develop and implement advanced statistical models, including Bayesian hierarchical models, regression, survival analysis, and longitudinal data analyses techniques. * Collaborate with ...
1994 Cleared AI/ML Specialist (Top Secret) with Security Clearance
Huntsville, AL · On-site
$16 - $21.25/hr
This includes supporting model evaluation, uncertainty characterization, robustness assessments ... networks, Bayesian belief networks, decision trees) to complex technical or analytical problems.
1994 Cleared AI/ML Specialist (Top Secret) with Security Clearance
Huntsville, AL · On-site
$16 - $21.25/hr
This includes supporting model evaluation, uncertainty characterization, robustness assessments ... networks, Bayesian belief networks, decision trees) to complex technical or analytical problems.
Statistics Graduate Level Tutor
Tuscaloosa, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Tuscaloosa, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Montgomery, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Montgomery, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Birmingham, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Birmingham, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Huntsville, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Huntsville, AL · Remote
$40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Bayesian Modeling information
What are the key skills and qualifications needed to thrive as a Bayesian Modeler, and why are they important?
To thrive as a Bayesian Modeler, you need a solid background in statistics, probability theory, and mathematical modeling, often supported by an advanced degree in statistics, mathematics, or a related field. Proficiency with programming languages such as R, Python, or Stan, and experience with statistical software and Bayesian inference tools are essential. Strong analytical thinking, attention to detail, and effective communication skills help in interpreting results and collaborating with multidisciplinary teams. These skills ensure accurate model development, reliable data-driven insights, and clear communication of complex findings to stakeholders.
How does a Bayesian Modeling specialist typically collaborate with cross-functional teams in a workplace setting?
Bayesian Modeling specialists often work closely with data scientists, software engineers, and domain experts to integrate probabilistic models into larger analytical or production systems. They are involved in translating complex statistical concepts into actionable insights and recommendations tailored to business needs. Effective communication is key, as they must present findings to both technical and non-technical stakeholders, ensuring that model assumptions and results are clearly understood. Collaboration may also include contributing to code reviews, sharing best practices for model validation, and mentoring colleagues on Bayesian methodologies.
What is Bayesian modeling?
Bayesian modeling is a statistical approach that uses Bayes' Theorem to update the probability of a hypothesis as more data becomes available. It incorporates prior beliefs or knowledge, combines them with observed data, and produces a posterior probability distribution to guide inference and decision-making. This approach is widely used in various fields such as machine learning, data science, and scientific research for tasks like parameter estimation, prediction, and model selection.
What is the difference between Bayesian Modeling vs Data Scientist?
| Aspect | Bayesian Modeling | Data Scientist |
|---|---|---|
| Required Credentials | Statistics, Mathematics, Data Analysis | Statistics, Computer Science, Data Analysis |
| Work Environment | Research-focused, statistical modeling | Cross-functional, data analysis, visualization |
| Industry Usage | Research, academia, specialized analytics | Business, tech, finance, healthcare |
| Common Search/Comparison | Yes | Yes |
Bayesian Modeling and Data Scientists often overlap in skills like statistics and data analysis. Bayesian Modeling specializes in probabilistic models and statistical inference, while Data Scientists have broader roles including data cleaning, visualization, and machine learning. Both roles are essential in data-driven industries, but Bayesian Modeling is more focused on advanced statistical techniques.
What are popular job titles related to Bayesian Modeling jobs in Alabama? For Bayesian Modeling jobs in Alabama, the most frequently searched job titles are:
What job categories do people searching Bayesian Modeling jobs in Alabama look for? The top searched job categories for Bayesian Modeling jobs in Alabama are:
What cities in Alabama are hiring for Bayesian Modeling jobs? Cities in Alabama with the most Bayesian Modeling job openings:
$60.84K - $98.86K/yr
Full-time
Posted 11 days ago
Job description
The University of Alabama at Birmingham (UAB) is seeking a highly motivated Scientist/Statistician to join our research team. The successful candidate will lead and support advanced statistical analyses of trial and large-scale administrative datasets, including Medicare and Medicaid claims, electronic medical records (EMR), and/or other health-related data sources (e.g., UDS, NHANES, AHRF etc.). This role requires strong analytical skills, expertise in health services research, and a proven track record of scholarly publications.
The Biostatistician is a professional role that designs and implements complex statistical analyses, guides data collection processes, and collaborates closely with research teams on study design and methodology. This position requires a strong command of biostatistical techniques and the ability to make independent decisions on routine analytical issues. Is responsible for ensuring the scientific validity of statistical approaches, preparing detailed reports, and contributing to the writing of research papers and grant proposals.
Key Responsibilities:
Salary Range: $60,835 - $98,855
Qualifications
Doctorate degree in a related field and one (1) year of related experience OR Master's degree in a related field and three (3) years of related experience OR Bachelor's degree in a related field and five (5) years of related experience required. Work experience may NOT substitute for education requirement.
UAB is an Equal Employment/Equal Educational Opportunity Institution dedicated to providing equal opportunities and equal access to all individuals regardless of race, color, religion, ethnic or national origin, sex (including pregnancy), genetic information, age, disability, and veteran's status. As required by Title IX, UAB prohibits sex discrimination in any education program or activity that it operates. Individuals may report concerns or questions to UAB's Assistant Vice President and Senior Title IX Coordinator. The Title IX notice of nondiscrimination is located at uab.edu/titleix.
The Biostatistician is a professional role that designs and implements complex statistical analyses, guides data collection processes, and collaborates closely with research teams on study design and methodology. This position requires a strong command of biostatistical techniques and the ability to make independent decisions on routine analytical issues. Is responsible for ensuring the scientific validity of statistical approaches, preparing detailed reports, and contributing to the writing of research papers and grant proposals.
Key Responsibilities:
- Conduct rigorous statistical analyses of trial related and large administrative datasets (e.g., Medicare, Medicaid) and EMR data to address research questions in health outcomes, policy, and clinical and cost effectiveness.
- Develop and implement advanced statistical models, including Bayesian hierarchical models, regression, survival analysis, and longitudinal data analyses techniques.
- Collaborate with multidisciplinary teams of clinicians, epidemiologists, and data scientists to design studies and interpret findings.
- Manage data cleaning, integration, and quality assurance processes for complex datasets.
- Ensures the accuracy and reliability of statistical analyses and data by implementing rigorous quality control measures by providing periodic summary statistics and data visualizations.
- Prepare manuscripts for peer-reviewed journals and contribute to grant proposals.
- Present research findings at national and international conferences.
- Ensure compliance with data security, privacy regulations, and institutional policies.
Salary Range: $60,835 - $98,855
Qualifications
Doctorate degree in a related field and one (1) year of related experience OR Master's degree in a related field and three (3) years of related experience OR Bachelor's degree in a related field and five (5) years of related experience required. Work experience may NOT substitute for education requirement.
UAB is an Equal Employment/Equal Educational Opportunity Institution dedicated to providing equal opportunities and equal access to all individuals regardless of race, color, religion, ethnic or national origin, sex (including pregnancy), genetic information, age, disability, and veteran's status. As required by Title IX, UAB prohibits sex discrimination in any education program or activity that it operates. Individuals may report concerns or questions to UAB's Assistant Vice President and Senior Title IX Coordinator. The Title IX notice of nondiscrimination is located at uab.edu/titleix.