The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
Post Doctoral Fellow - Researcher in Causal Inference
Atlanta, GA · On-site
$47K - $64K/yr
The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
Post Doctoral Fellow - Researcher in Causal Inference
Atlanta, GA · On-site
$47K - $64K/yr
The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
Post Doctoral Fellow - Researcher in Causal Inference
Atlanta, GA · On-site
$47K - $64K/yr
The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
Post Doctoral Fellow - Researcher in Causal Inference
Atlanta, GA · On-site
$47K - $64K/yr
The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that ...
Senior Data Science Manager - Marketing Science
Atlanta, GA · On-site +1
$180K - $210K/yr
Manage projects centered around marketing data analysis, including leveraging causal inference frameworks, to assess impact from efforts and drive outcomes * Integrate LLMs into data & operations ...
Senior Data Science Manager - Marketing Science
Atlanta, GA · On-site +1
$180K - $210K/yr
Manage projects centered around marketing data analysis, including leveraging causal inference frameworks, to assess impact from efforts and drive outcomes * Integrate LLMs into data & operations ...
Senior Data Science Manager - Marketing Science
Atlanta, GA · On-site
$180K - $210K/yr
Manage projects centered around marketing data analysis, including leveraging causal inference frameworks, to assess impact from efforts and drive outcomes * Integrate LLMs into data & operations ...
Senior Data Science Manager - Marketing Science
Atlanta, GA · On-site
$180K - $210K/yr
Manage projects centered around marketing data analysis, including leveraging causal inference frameworks, to assess impact from efforts and drive outcomes * Integrate LLMs into data & operations ...
... causal inference • Ensure products are instrumented correctly so teams are never "flying blind" • Oversee user analytics, customer analytics, funnels, cohorts, and retention analyses • Guide ...
... causal inference • Ensure products are instrumented correctly so teams are never "flying blind" • Oversee user analytics, customer analytics, funnels, cohorts, and retention analyses • Guide ...
Institutionalize A/B testing, causal inference, and AI-powered forecasting models that optimize promotions, media, digital, and loyalty programs; govern an experimentation platform with rigorous ...
Institutionalize A/B testing, causal inference, and AI-powered forecasting models that optimize promotions, media, digital, and loyalty programs; govern an experimentation platform with rigorous ...
Institutionalize A/B testing, causal inference, and AI-powered forecasting models that optimize promotions, media, digital, and loyalty programs; govern an experimentation platform with rigorous ...
Institutionalize A/B testing, causal inference, and AI-powered forecasting models that optimize promotions, media, digital, and loyalty programs; govern an experimentation platform with rigorous ...
Senior Principal Data Analyst
$82K - $104K/yr
Apply advanced statistical techniques, including causal inference methods, to analyze complex datasets and derive actionable insights. * Ensure data accuracy and consistency across all reporting ...
Senior Principal Data Analyst
$82K - $104K/yr
Apply advanced statistical techniques, including causal inference methods, to analyze complex datasets and derive actionable insights. * Ensure data accuracy and consistency across all reporting ...
Deep understanding of experimental design, causal inference, and computational statistics. * Communication : Exceptional skills in translating complex technical concepts for non-technical audiences ...
Deep understanding of experimental design, causal inference, and computational statistics. * Communication : Exceptional skills in translating complex technical concepts for non-technical audiences ...
Operationalize experimentation practices including A/B tests, holdouts, and causal inference * Ensure products are instrumented correctly so teams are never "flying blind" Lead core product analytics ...
New
Operationalize experimentation practices including A/B tests, holdouts, and causal inference * Ensure products are instrumented correctly so teams are never "flying blind" Lead core product analytics ...
New
Data Science Analyst
Atlanta, GA · On-site
Familiarity with causal inference methods is a significant plus. * Ability to manage client expectations, present to non-technical audiences, and pivot quickly based on evolving business needs.
Data Science Analyst
Atlanta, GA · On-site
Familiarity with causal inference methods is a significant plus. * Ability to manage client expectations, present to non-technical audiences, and pivot quickly based on evolving business needs.
Operationalize experimentation practices, including A/B tests, holdouts, causal inference, and other methods appropriate to real-world product environments Lead core product analytics capabilities
Operationalize experimentation practices, including A/B tests, holdouts, causal inference, and other methods appropriate to real-world product environments Lead core product analytics capabilities
Causal inference, experimentation & uplift modelling * NLP, generative AI & multimodal ML systems * Computer vision & video intelligence pipelines * Apply rigorous statistical thinking ...
New
Causal inference, experimentation & uplift modelling * NLP, generative AI & multimodal ML systems * Computer vision & video intelligence pipelines * Apply rigorous statistical thinking ...
New
Operationalize experimentation practices, including A/B tests, holdouts, causal inference, and other methodsappropriate toreal-world product environments Lead core product analytics capabilities
Operationalize experimentation practices, including A/B tests, holdouts, causal inference, and other methodsappropriate toreal-world product environments Lead core product analytics capabilities
Build a high-performance culture of experimentation, A/B testing, and causal inference. Governance, Privacy & Compliance * Own data governance, master data management, data quality, and lineage ...
Build a high-performance culture of experimentation, A/B testing, and causal inference. Governance, Privacy & Compliance * Own data governance, master data management, data quality, and lineage ...
Strong background in A/B testing, causal inference, ML fundamentals, and data storytelling. * Technical Skills: Proficiency in SQL and Python/R; statistical modeling; experience with product growth ...
Quick apply
Strong background in A/B testing, causal inference, ML fundamentals, and data storytelling. * Technical Skills: Proficiency in SQL and Python/R; statistical modeling; experience with product growth ...
Product Science Manager
Atlanta, GA · On-site
Strong background in A/B testing, causal inference, ML fundamentals, and data storytelling. * Technical Skills: Proficiency in SQL and Python/R; statistical modeling; experience with product growth ...
Product Science Manager
Atlanta, GA · On-site
Strong background in A/B testing, causal inference, ML fundamentals, and data storytelling. * Technical Skills: Proficiency in SQL and Python/R; statistical modeling; experience with product growth ...
Lead experimentation design, including A/B testing and causal inference, to validate model performance and measure true incremental business lift (ROI). * Collaborate with data engineers on feature ...
Quick apply
Lead experimentation design, including A/B testing and causal inference, to validate model performance and measure true incremental business lift (ROI). * Collaborate with data engineers on feature ...
Associate Director, Data Science
$56K - $57K/yr
Strong foundation in statistical modeling, machine learning, causal inference, and experimental design * Proficiency in SQL, Python and/or R; experience with distributed systems or large-scale data ...
Associate Director, Data Science
$56K - $57K/yr
Strong foundation in statistical modeling, machine learning, causal inference, and experimental design * Proficiency in SQL, Python and/or R; experience with distributed systems or large-scale data ...
Causal Inference information
See Georgia salary details
$46.4K - $52.6K
0% of jobs
$52.6K - $58.8K
1% of jobs
$58.8K - $65K
3% of jobs
$65K - $71.2K
17% of jobs
$72.4K is the 25th percentile. Wages below this are outliers.
$71.2K - $77.3K
18% of jobs
The median wage is $81.2K / yr.
$77.3K - $83.5K
17% of jobs
$83.5K - $89.7K
18% of jobs
$89.9K is the 75th percentile. Wages above this are outliers.
$89.7K - $95.9K
17% of jobs
$95.9K - $102.1K
6% of jobs
$102.1K - $108.2K
1% of jobs
$108.2K - $114.4K
1% of jobs
$46.4K
$83.8K
$114.4K
How much do causal inference jobs pay per year?
What are the key skills and qualifications needed to thrive in the Causal Inference position, and why are they important?
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 some 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 is a Causal Inference job?
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.

$47K - $64K/yr
Full-time
Posted 10 days ago
Emory Healthcare rating
7.7
Based on 210 frontline employees who took The Breakroom Quiz
161st of 873 rated healthcare providers
Job description
Emory University is a leading research university that fosters excellence and attracts world-class talent to innovate today and prepare leaders for the future. We welcome candidates who can contribute to the excellence of our academic community.
DescriptionThe Department of Biostatistics and Bioinformatics in the Rollins School of Public Health provides a supportive environment for postdoctoral scholars, offering access to mentoring, career development programming, and resources for professional growth. The postdoctoral researcher will have flexibility to develop their own research directions while benefiting from collaboration, computational support, and opportunities to participate in departmental seminars, working groups, and interdisciplinary research activities. This position is well suited for individuals preparing for academic careers in statistics, biostatistics, machine learning, or related fields. The postdoctoral researcher will be supervised by Dr. Razieh Nabi. For inquiries, please contact razieh.nabi@emory.edu .
JOB DESCRIPTION: We are seeking a Postdoctoral Researcher to contribute to both methodological and applied research in causal inference. The successful candidate will work on statistical and machine learning approaches for understanding causal relationships in complex data, with opportunities to pursue independent research as well as collaborative projects within the group.The position emphasizes methodological innovation in modern causal inference, while also engaging with applications in areas such as infectious diseases, environmental health, and public health that help motivate and shape the research. Potential topics include causal effect estimation, mediation analysis, longitudinal or observational data structures, policy learning, and methods for informative censoring and missing data. Methodological work may draw on tools from nonparametric and semiparametric inference, machine learning, graphical models, and related areas. The researcher will have flexibility to develop a research agenda that aligns with their interests and expertise.Responsibilities include conducting original research, preparing manuscripts for publication, presenting findings at conferences or seminars, and participating in collaborative activities within the research group or with external partners. The postdoc will also have opportunities to mentor students and to engage in broader scholarly activities that support their professional development.This position is well suited for a researcher interested in advancing the theory or practice of causal inference, building a strong publication record, and working in a supportive and collaborative academic environment.MINIMUM QUALIFICATIONS:
- A doctoral degree or equivalent (Ph.D., M.D., ScD., D.V.M., DDS etc) in an appropriate field.
- Excellent scientific writing ability and strong oral communication skills.
- The ability to work effectively and collegially with colleagues.
- Additional qualifications as specified by the Principal Investigator.
PREFERRED QUALIFICATIONS:
- PhD in Statistics, Biostatistics, Computer Science, Economics, or a related quantitative field.
- Strong background in causal inference, statistical methodology, or machine learning.
- Experience with nonparametric or semiparametric inference, graphical models, or high dimensional methods.
- Familiarity with handling missing data, censoring, or longitudinal/observational data.
- Demonstrated ability to conduct independent research and contribute to collaborative projects.
- Strong programming skills, and experience with reproducible research.
- Strong communication skills and a record of (or potential for) peer reviewed publications.
NOTE: Position tasks are generally required to be performed in-person at an Emory University location. Remote work from home day options may be granted at department discretion. Emory reserves the right to change remote work status with notice to employee.
Additional DetailsEmory is an equal opportunity employer, and qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status or other characteristics protected by state or federal law. Emory University does not discriminate in admissions, educational programs, or employment, including recruitment, hiring, promotions, transfers, discipline, terminations, wage and salary administration, benefits, and training. Students, faculty, and staff are assured of participation in university programs and in the use of facilities without such discrimination. Emory University complies with Section 503 of the Rehabilitation Act of 1973, the Vietnam Era Veteran's Readjustment Assistance Act, and applicable executive orders, federal and state regulations regarding nondiscrimination, equal opportunity, and affirmative action (for protected veterans and individuals with disabilities). Inquiries regarding this policy should be directed to the Emory University Department of Equity and Civil Rights Compliance, 201 Dowman Drive, Administration Building, Atlanta, GA 30322. Telephone: 404-727-9867 (V) | 404-712-2049 (TDD).
Emory University is committed to ensuring equal access and providing reasonable accommodations to qualified individuals with disabilities upon request. To request this document in an alternate format or to seek a reasonable accommodation, please contact the Department of Accessibility Services at accessibility@emory.edu or call 404-727-9877 (Voice) | 404-712-2049 (TDD). We kindly ask that requests be made at least seven business days in advance to allow adequate time for coordination.
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Pay
Benefits
Hours and flexibility
Workplace
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About Emory Health
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Industry
Hospitals
Company size
10,000+ Employees
Headquarters location
NE Atlanta, GA, US
Year founded
1905