Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Senior Data Scientist
Bridgewater, NJ · On-site
Medical
Retirement
Hands on experience in causal inference techniques to measure the impact of business decisions. SKILLS: * Experience visualizing and presenting data-driven insights using Power BI and Tableau.
Senior Data Scientist
Bridgewater, NJ · On-site
Medical
Retirement
Hands on experience in causal inference techniques to measure the impact of business decisions. SKILLS: * Experience visualizing and presenting data-driven insights using Power BI and Tableau.
Principal Carelon Research Biostatistician
$136K - $234K/yr
Medical
Dental
Vision
Life
Retirement
PTO
... causal inference, and experimental design preferred. * Experience supporting federally funded research programs, grant-funded studies, or academic research collaborations preferred. * Demonstrated ...
Principal Carelon Research Biostatistician
$136K - $234K/yr
Medical
Dental
Vision
Life
Retirement
PTO
... causal inference, and experimental design preferred. * Experience supporting federally funded research programs, grant-funded studies, or academic research collaborations preferred. * Demonstrated ...
Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Senior Data Scientist
Bridgewater, NJ · On-site
$130 - $160/hr
Medical
Retirement
Hands on experience in causal inference techniques to measure the impact of business decisions. SKILLS: * Experience visualizing and presenting data‑driven insights using Power BI and Tableau.
Senior Data Scientist
Bridgewater, NJ · On-site
$130 - $160/hr
Medical
Retirement
Hands on experience in causal inference techniques to measure the impact of business decisions. SKILLS: * Experience visualizing and presenting data‑driven insights using Power BI and Tableau.
Director, Global Epidemiology & Real-World Evidence
Florham Park, NJ · On-site
$230K - $265K/yr
Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Director, Global Epidemiology & Real-World Evidence
Florham Park, NJ · On-site
$230K - $265K/yr
Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy. * Support implementation of global RWE strategy in the U.S. and collaborate with ...
Senior Manager, R&D Data, Data Science, and AI - Digital Health for Neuropsychiatry
Titusville, NJ · On-site +1
Medical
Dental
Vision
Life
Retirement
PTO
Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform decision-making. * Multimodal Integration : Develop multimodal approaches combining digital health ...
Senior Manager, R&D Data, Data Science, and AI - Digital Health for Neuropsychiatry
Titusville, NJ · On-site +1
Medical
Dental
Vision
Life
Retirement
PTO
Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform decision-making. * Multimodal Integration : Develop multimodal approaches combining digital health ...
(USA) Principal, Data Scientist
Perth Amboy, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Perth Amboy, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
Lead Data Scientist - Finance Technology
Medical
Retirement
Experience with machine learning techniques and advanced analytics (e.g., regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization, NLP)
Lead Data Scientist - Finance Technology
Medical
Retirement
Experience with machine learning techniques and advanced analytics (e.g., regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization, NLP)
Payments-Analytics Solutions Manager-Vice President
Jersey City, NJ · On-site
$133K - $205K/yr
Medical
Retirement
Experience using machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, causal inference, and natural language processing) * Proven experience ...
Payments-Analytics Solutions Manager-Vice President
Jersey City, NJ · On-site
$133K - $205K/yr
Medical
Retirement
Experience using machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, causal inference, and natural language processing) * Proven experience ...
Data Analyst FP&A
$86K - $110K/yr
... causal inference is required * Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, Statistics, Mathematics, Engineering, or another ...
Data Analyst FP&A
$86K - $110K/yr
... causal inference is required * Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, Statistics, Mathematics, Engineering, or another ...
Senior Manager, R&D Data, Data Science, and AI - Digital Health for Neuropsychiatry
Titusville, NJ · On-site +1
Medical
Dental
Vision
Life
Retirement
PTO
Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform decision-making. * Multimodal Integration : Develop multimodal approaches combining digital health ...
Senior Manager, R&D Data, Data Science, and AI - Digital Health for Neuropsychiatry
Titusville, NJ · On-site +1
Medical
Dental
Vision
Life
Retirement
PTO
Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform decision-making. * Multimodal Integration : Develop multimodal approaches combining digital health ...
(USA) Principal, Data Scientist
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Passaic, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Passaic, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
Postdoctoral Associate for the Center for Climate, Health and Healthcare (CCHH)
New Brunswick, NJ · On-site
$64K/yr
Medical
Dental
Life
Retirement
PTO
Excellent quantitative analytical skills, particularly in longitudinal modeling, administrative data analyses, and causal inference methods. * Understanding of HIPAA regulations and/or Human Subjects ...
Postdoctoral Associate for the Center for Climate, Health and Healthcare (CCHH)
New Brunswick, NJ · On-site
$64K/yr
Medical
Dental
Life
Retirement
PTO
Excellent quantitative analytical skills, particularly in longitudinal modeling, administrative data analyses, and causal inference methods. * Understanding of HIPAA regulations and/or Human Subjects ...
(USA) Principal, Data Scientist
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
Lead Data Scientist - VP - Finance Technology
Medical
Retirement
Experience with machine learning techniques and advanced analytics (e.g., regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization, NLP)
Lead Data Scientist - VP - Finance Technology
Medical
Retirement
Experience with machine learning techniques and advanced analytics (e.g., regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization, NLP)
(USA) Principal, Data Scientist
Elizabeth, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
Elizabeth, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
West New York, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
(USA) Principal, Data Scientist
West New York, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of data architecture, causal inference, and agentic AI systems. * Demonstrated ability to develop, test, and deploy robust analytical models using variety of data sources.
Data Analyst FP&A
Montvale, NJ · On-site
... causal inference is required * Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, Statistics, Mathematics, Engineering, or another ...
Data Analyst FP&A
Montvale, NJ · On-site
... causal inference is required * Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, Statistics, Mathematics, Engineering, or another ...
Causal Inference information
See New Jersey salary details
$55.8K - $63.3K
0% of jobs
$63.3K - $70.7K
1% of jobs
$70.7K - $78.1K
3% of jobs
$78.1K - $85.6K
17% of jobs
$87.1K is the 25th percentile. Wages below this are outliers.
$85.6K - $93K
18% of jobs
The median wage is $97.6K / yr.
$93K - $100.4K
17% of jobs
$100.4K - $107.8K
18% of jobs
$108.1K is the 75th percentile. Wages above this are outliers.
$107.8K - $115.3K
17% of jobs
$115.3K - $122.7K
6% of jobs
$122.7K - $130.1K
1% of jobs
$130.1K - $137.6K
1% of jobs
$55.8K
$100.7K
$137.6K
How much do causal inference jobs pay per year?
Is causal inference still relevant?
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 jobs use causal inference?
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 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.

$230K - $265K/yr
Full-time
Re-posted 12 days ago
Job description
The Director, Global Epidemiology & Real-World Evidence leads epidemiology and RWE activities across assigned therapeutic areas, with a strong focus on the U.S., in alignment with global strategy. This role provides scientific and methodological leadership for observational research and evidence generation, partners cross-functionally to integrate RWE into development and medical strategies, and oversees key vendor relationships and external collaborations. The Director also supports functional excellence, team development, and the application of robust epidemiologic methods to advance scientific and business objectives.
Responsibilities- Lead epidemiology and RWE strategy for assigned therapeutic areas, with a strong focus on the U.S., in alignment with broader functional priorities.
- Provide expertise in epidemiologic methods, observational study design, causal inference, and database strategy.
- Support implementation of global RWE strategy in the U.S. and collaborate with regional colleagues to promote alignment across geographies.
- Manage RWE budgets and oversee vendor partnerships, database utilisation, and external research collaborations within assigned areas.
- Provide epidemiology and RWE input to cross-functional decisions related to study design, evidence planning, regulatory submissions, and payer materials.
- Represent the function in selected external engagements with academic partners, vendors, and scientific forums, as appropriate.
- Contribute to methodological innovation and continuous improvement in epidemiology and RWE practices.
- Manage or mentor scientific staff and consultants, and support development across the epidemiology function.
- Support functional capabilities by contributing to processes, SOPs, systems, and best practices.
- Perform other duties as assigned.
Minimum Qualifications
- PhD in Epidemiology, Biostatistics, or a related field; or MD/PharmD with advanced training in epidemiology.
- Minimum of 8 years of experience in the pharmaceutical or biotechnology industry, including substantial experience in epidemiology and RWE programmes.
- Demonstrated expertise in epidemiologic methods, database strategy, and observational research design.
- Experience supporting regulatory interactions, evidence planning, and external scientific engagement.
- Experience managing or mentoring staff and working effectively in matrixed environments.
- Strong communication and collaboration skills across technical and non-technical audiences.
Core Competencies
- Ability to lead RWE strategy within assigned areas while aligning with broader functional goals.
- Strong methodological expertise and sound scientific judgement.
- Demonstrated ability to manage budgets and resources effectively within the scope of responsibility.
- Ability to work effectively with internal stakeholders and represent the function externally, as needed.
- Commitment to team development and contribution to functional standards and capabilities.
- Commitment to high-quality methods and continuous improvement in evidence generation practices.
- Ability and willingness to travel approximately 20% of the year both domestically and internationally.
Additional Information
The base salary range for this full-time position is $230,000 - $265,000. Individual pay is determined by several factors, which include but are not limited to: job-related skills, experience, and relevant education or training. The range does not include the comprehensive benefits, bonus, long-term incentive, applicable allowances, or any additional compensation that may be associated with this role
EEOShionogi Inc. is an equal opportunity employer supporting individuals with disabilities and veterans. All qualified applicants will receive equal consideration for employment opportunities based on valid job requirements without regard to race, color, religion, sex (including pregnancy), marital status, national origin, age, ancestry, citizenship, disability, genetic information, status as a disabled veteran, a recently separated veteran, Active Duty Wartime or Campaign Badge Veterans, and Armed Forces Service Medal Veterans, or any other characteristic protected by applicable law. It is the policy of Shionogi Inc. to undertake affirmative action for protected veterans and individuals with disabilities in compliance with all federal, state, and local requirements to recruit a diverse pool of protected veteran and individuals with disabilities applicants and to ensure that our employment practices are, in fact, non-discriminatory.
If you are qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to use or access this website to apply for a vacancy as a result of your disability. You can request accommodations by calling 973-307-3550 or by sending an email to ShionogiHR@shionogi.com.
Employment Type: FULL_TIMEAbout Shionogi
Sourced by ZipRecruiter
Industry
Pharmaceutical and medicine manufacturing
Company size
201 - 500 Employees
Headquarters location
Florham Park, NJ, US
Year founded
2001