Mathematica is hiring researchers with specific expertise inquantitative research methods, causal inference, and policy research, who willconduct studies and support program evaluation in the areas ...
New
Mathematica is hiring researchers with specific expertise inquantitative research methods, causal inference, and policy research, who willconduct studies and support program evaluation in the areas ...
New
Mathematica is hiring researchers with specific expertise inquantitative research methods, causal inference, and policy research, who willconduct studies and support program evaluation in the areas ...
New
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
We are seeking a Principal Data Scientist to solve ambiguous, high-value retail problems through rigorous analytics, ML modeling, experimentation, causal inference, and deployment of scalable ...
Hoboken, NJ · On-site
$132K - $264K/yr
Medical
Dental
Vision
Life
Retirement
PTO
We are seeking a Principal Data Scientist to solve ambiguous, high-value retail problems through rigorous analytics, ML modeling, experimentation, causal inference, and deployment of scalable ...
Piscataway, NJ · On-site
$63K/yr
Medical
Dental
Life
Retirement
PTO
Expertise in causal inference and machine learning (in particular reinforcement learning), and strong experience with programming are desired.. Excellent communication and writing skills are needed.s ...
Piscataway, NJ · On-site
$63K/yr
Medical
Dental
Life
Retirement
PTO
Expertise in causal inference and machine learning (in particular reinforcement learning), and strong experience with programming are desired.. Excellent communication and writing skills are needed.s ...
New Brunswick, NJ · On-site
$115K/yr
Medical
Dental
Life
Retirement
PTO
... causal inference in women's health. 2. Devote efforts to the development and applications of innovative epidemiologic methods. 3. Maintain an independent and successful research portfolio with ...
New Brunswick, NJ · On-site
$115K/yr
Medical
Dental
Life
Retirement
PTO
... causal inference in women's health. 2. Devote efforts to the development and applications of innovative epidemiologic methods. 3. Maintain an independent and successful research portfolio with ...
$115K/yr
Medical
Dental
Life
Retirement
PTO
... causal inference in women's health. 2. Devote efforts to the development and applications of innovative epidemiologic methods. 3. Maintain an independent and successful research portfolio with ...
$115K/yr
Medical
Dental
Life
Retirement
PTO
... causal inference in women's health. 2. Devote efforts to the development and applications of innovative epidemiologic methods. 3. Maintain an independent and successful research portfolio with ...
Parsippany Troy Hills, NJ · On-site
$191 - $225/hr
Medical
Dental
Vision
Life
Retirement
PTO
... causal inference methods). * Strong analytical thinking and ability to translate complex data into clear insights. * Effective communication skills, collaborative mindset, and the ability to work in ...
Parsippany Troy Hills, NJ · On-site
$191 - $225/hr
Medical
Dental
Vision
Life
Retirement
PTO
... causal inference methods). * Strong analytical thinking and ability to translate complex data into clear insights. * Effective communication skills, collaborative mindset, and the ability to work in ...
... causal inference, experimental design, predictive modeling, AI validation. • Deep knowledge of pharmaceutical analytics and regulatory environment for AI/ML applications. • Proficiency in data ...
... causal inference, experimental design, predictive modeling, AI validation. • Deep knowledge of pharmaceutical analytics and regulatory environment for AI/ML applications. • Proficiency in data ...
Jersey City, NJ · On-site
$120 - $180/hr
Experience using machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, causal inference, and natural language processing) * Proven experience ...
Jersey City, NJ · On-site
$120 - $180/hr
Experience using machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, causal inference, and natural language processing) * Proven experience ...
Hoboken, NJ · On-site
Medical
Dental
Vision
Life
Retirement
PTO
Strong experience in machine learning: classification models, regression models, NLP, forecasting, unsupervised models, optimization, graph ML, causal inference, causal ML, statistical learning ...
Hoboken, NJ · On-site
Medical
Dental
Vision
Life
Retirement
PTO
Strong experience in machine learning: classification models, regression models, NLP, forecasting, unsupervised models, optimization, graph ML, causal inference, causal ML, statistical learning ...
As a Director, Analytics and Decision Science, you will... - Design and lead hands-on decision science initiatives that support Audible strategy and programs Use causal inference methods ...
As a Director, Analytics and Decision Science, you will... - Design and lead hands-on decision science initiatives that support Audible strategy and programs Use causal inference methods ...
Princeton, NJ · On-site
$85K/yr
... causal inference and statistics; computer vision and novel applications of machine learning. Advanced knowledge of R or Python is required. Intermediate knowledge in C/C++ and/or at least one SQL ...
Princeton, NJ · On-site
$85K/yr
... causal inference and statistics; computer vision and novel applications of machine learning. Advanced knowledge of R or Python is required. Intermediate knowledge in C/C++ and/or at least one SQL ...
Use causal inference methods (experimentation and models) to understand the incremental impact of our activity on business performance - Learn and master the intricacies of our economics, understand ...
Use causal inference methods (experimentation and models) to understand the incremental impact of our activity on business performance - Learn and master the intricacies of our economics, understand ...
As a Director, Analytics and Decision Science, you will... - Design and lead hands-on decision science initiatives that support Audible strategy and programs Use causal inference methods ...
As a Director, Analytics and Decision Science, you will... - Design and lead hands-on decision science initiatives that support Audible strategy and programs Use causal inference methods ...
$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 ...
$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 ...
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.
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.
Hoboken, NJ · On-site
$110K - $220K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong expertise in statistical modeling, machine learning, experimentation, causal inference, and data science methodologies. * Experience building and deploying scalable machine learning solutions ...
Hoboken, NJ · On-site
$110K - $220K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Strong expertise in statistical modeling, machine learning, experimentation, causal inference, and data science methodologies. * Experience building and deploying scalable machine learning solutions ...
$87K - $109K/yr
Medical
Dental
Vision
Retirement
PTO
Marketing Mix Modeling (MMM), attribution, incrementality measurement, or causal inference methodologies. * Customer Lifetime Value (CLV), Net Present Value (NPV), or customer profitability analysis.
$87K - $109K/yr
Medical
Dental
Vision
Retirement
PTO
Marketing Mix Modeling (MMM), attribution, incrementality measurement, or causal inference methodologies. * Customer Lifetime Value (CLV), Net Present Value (NPV), or customer profitability analysis.
Hoboken, NJ · On-site
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of experimentation, causal inference, and observational analytical methodologies. * Demonstrated success leading multiple high-impact projects in fast-paced environments with minimal ...
Hoboken, NJ · On-site
Medical
Dental
Vision
Life
Retirement
PTO
Strong knowledge of experimentation, causal inference, and observational analytical methodologies. * Demonstrated success leading multiple high-impact projects in fast-paced environments with minimal ...
Florham Park, NJ · On-site
$230 - $265/hr
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 ...
Florham Park, NJ · On-site
$230 - $265/hr
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 ...
$87K - $109K/yr
Medical
Dental
Vision
Retirement
PTO
Marketing Mix Modeling (MMM), attribution, incrementality measurement, or causal inference methodologies. * Customer Lifetime Value (CLV), Net Present Value (NPV), or customer profitability analysis.
$87K - $109K/yr
Medical
Dental
Vision
Retirement
PTO
Marketing Mix Modeling (MMM), attribution, incrementality measurement, or causal inference methodologies. * Customer Lifetime Value (CLV), Net Present Value (NPV), or customer profitability analysis.
$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
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.
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.
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.

Princeton, NJ • On-site
Full-time
Posted yesterday
New
Mathematica is hiring researchers with specific expertise inquantitative research methods, causal inference, and policy research, who willconduct studies and support program evaluation in the areas of public health, healthcare,and disability.
The researchers will support project teams in the planningand execution of rigorous, data-driven research project for clients such as:The Centers for Medicare & Medicaid Services, the Social SecurityAdministration, the Substance Abuse and Mental Health Services Administration,the Agency for Healthcare Research and Quality, the Health Resources &Services Administration the Office of the Assistant Secretary for Planning andEvaluation, leading health foundations, and numerous state and local agenciesand commercial clients.
Responsibilities and expectations:
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Scientific research and development services
1,001 - 5,000 Employees
Princeton, NJ, US