Familiarity with experimental design and causal inference methodologies *Familiarity with or interest in applying generative AI techniques *Excellent communication skills, passion for educational ...
Familiarity with experimental design and causal inference methodologies *Familiarity with or interest in applying generative AI techniques *Excellent communication skills, passion for educational ...
Senior Faculty Specialist
College Park, MD · On-site
Familiarity with experimental design and causal inference methodologies *Familiarity with or interest in applying generative AI techniques *Excellent communication skills, passion for educational ...
Senior Faculty Specialist
College Park, MD · On-site
Familiarity with experimental design and causal inference methodologies *Familiarity with or interest in applying generative AI techniques *Excellent communication skills, passion for educational ...
Postdoctoral Fellow - CausalML Lab
Baltimore, MD · On-site
$48K - $66K/yr
Strong understanding of fundamental causal inference and causal discovery algorithms. * Experience with the design, development and implementation of causal ML algorithms. * Ability to lead research ...
Postdoctoral Fellow - CausalML Lab
Baltimore, MD · On-site
$48K - $66K/yr
Strong understanding of fundamental causal inference and causal discovery algorithms. * Experience with the design, development and implementation of causal ML algorithms. * Ability to lead research ...
Demonstrate experience with statistical modeling, inference, or experimental design approaches such as Bayesian methods, regression, causal inference, or hypothesis testing... * Are able to obtain ...
Demonstrate experience with statistical modeling, inference, or experimental design approaches such as Bayesian methods, regression, causal inference, or hypothesis testing... * Are able to obtain ...
Postdoctoral Fellow - Epidemiology & Urogenital Microbiome
Baltimore, MD · On-site
$48K - $66K/yr
Experience with microbiome or multi-omic data analysis, causal inference methods, or infectious disease epidemiology Why This Role * Impact: Contribute to research informing the prevention of ...
Postdoctoral Fellow - Epidemiology & Urogenital Microbiome
Baltimore, MD · On-site
$48K - $66K/yr
Experience with microbiome or multi-omic data analysis, causal inference methods, or infectious disease epidemiology Why This Role * Impact: Contribute to research informing the prevention of ...
Demonstrate experience with statistical modeling, inference, or experimental design approaches such as Bayesian methods, regression, causal inference, or hypothesis testing... * Are able to obtain ...
Demonstrate experience with statistical modeling, inference, or experimental design approaches such as Bayesian methods, regression, causal inference, or hypothesis testing... * Are able to obtain ...
OPEN RANK: Assistant to Associate Professor in Biostatistics
Baltimore, MD · On-site
$110K - $228K/yr
... causal inference, innovative clinical trials analysis, and/or machine learning (ML)/artificial intelligence (AI) to join our thriving research environment. The successful candidate will hold a ...
OPEN RANK: Assistant to Associate Professor in Biostatistics
Baltimore, MD · On-site
$110K - $228K/yr
... causal inference, innovative clinical trials analysis, and/or machine learning (ML)/artificial intelligence (AI) to join our thriving research environment. The successful candidate will hold a ...
Post Doctoral Fellow - Biostatistics and Data Science
Baltimore, MD · On-site
$48K - $66K/yr
... causal inference models for real-world evidence applications (e.g., target trial emulations- TTE) • Developing data integration methods to combine multiple massive datasets (UKBB, HCP, ENIGMA, and ...
Post Doctoral Fellow - Biostatistics and Data Science
Baltimore, MD · On-site
$48K - $66K/yr
... causal inference models for real-world evidence applications (e.g., target trial emulations- TTE) • Developing data integration methods to combine multiple massive datasets (UKBB, HCP, ENIGMA, and ...
Sr. Data Scientist (Urology)
Baltimore, MD · On-site
$135K - $238K/yr
... and causal inference (double machine learning, ATE/CATE; e.g., CausalML), as well as utilize MLOps practices such as Git versioning and CICD pipelines. These skills will facilitate translating ...
Sr. Data Scientist (Urology)
Baltimore, MD · On-site
$135K - $238K/yr
... and causal inference (double machine learning, ATE/CATE; e.g., CausalML), as well as utilize MLOps practices such as Git versioning and CICD pipelines. These skills will facilitate translating ...
Mid Level Statistician/Epidemiologist
Silver Spring, MD · On-site
$96K - $106K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization. * Strong skills in analyzing complex data from ...
Mid Level Statistician/Epidemiologist
Silver Spring, MD · On-site
$96K - $106K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization. * Strong skills in analyzing complex data from ...
Mid Level Statistician/Epidemiologist
Silver Spring, MD · On-site
$96K - $106K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization. * Strong skills in analyzing complex data from ...
Mid Level Statistician/Epidemiologist
Silver Spring, MD · On-site
$96K - $106K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization. * Strong skills in analyzing complex data from ...
Senior Statistician/Epidemiologist
Silver Spring, MD · On-site
$120K - $130K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization * Strong skills in analyzing complex data from ...
Senior Statistician/Epidemiologist
Silver Spring, MD · On-site
$120K - $130K/yr
Experience in applied epidemiology and statistics including survival analysis, generalized linear model, causal inference, and data visualization * Strong skills in analyzing complex data from ...
Director, AI Engineering (Data Science)
Columbia, MD · On-site +1
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online evaluation frameworks. * Guide the team in building robust data pipelines for large-scale structured ...
Director, AI Engineering (Data Science)
Columbia, MD · On-site +1
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online evaluation frameworks. * Guide the team in building robust data pipelines for large-scale structured ...
Assistant or Associate Professors
Baltimore, MD · On-site
$125K - $184K/yr
The investigator will advance causal inference and methodological rigor in observational cancer research, including approaches such as target trial emulation and methods addressing time varying ...
Assistant or Associate Professors
Baltimore, MD · On-site
$125K - $184K/yr
The investigator will advance causal inference and methodological rigor in observational cancer research, including approaches such as target trial emulation and methods addressing time varying ...
Data Scientist
Lanham, MD · On-site
$106K/yr
Experience applying statistical methods, hypothesis testing, experimental design, causal inference, and model evaluation techniques to support data-driven decision making. * Experience working with ...
Data Scientist
Lanham, MD · On-site
$106K/yr
Experience applying statistical methods, hypothesis testing, experimental design, causal inference, and model evaluation techniques to support data-driven decision making. * Experience working with ...
Data Scientist
Lanham, MD · On-site
$106K/yr
Experience applying statistical methods, hypothesis testing, experimental design, causal inference, and model evaluation techniques to support data-driven decision making. * Experience working with ...
Data Scientist
Lanham, MD · On-site
$106K/yr
Experience applying statistical methods, hypothesis testing, experimental design, causal inference, and model evaluation techniques to support data-driven decision making. * Experience working with ...
Sr. Research Data Analyst (DOM Infectious Disease)
Baltimore, MD · On-site
$85K - $107K/yr
Carries out appropriate methodological procedures for statistical analysis of data, ranging from descriptive exploratory data analyses to causal inference. * Create and curate software tools across ...
Sr. Research Data Analyst (DOM Infectious Disease)
Baltimore, MD · On-site
$85K - $107K/yr
Carries out appropriate methodological procedures for statistical analysis of data, ranging from descriptive exploratory data analyses to causal inference. * Create and curate software tools across ...
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online evaluation frameworks. * Guide the team in building robust data pipelines for large-scale structured ...
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online evaluation frameworks. * Guide the team in building robust data pipelines for large-scale structured ...
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 ...
Causal Inference information
See Baltimore, MD salary details
$54.6K - $61.9K
0% of jobs
$61.9K - $69.2K
1% of jobs
$69.2K - $76.5K
3% of jobs
$76.5K - $83.7K
17% of jobs
$85.2K is the 25th percentile. Wages below this are outliers.
$83.7K - $91K
18% of jobs
The median wage is $95.6K / yr.
$91K - $98.3K
17% of jobs
$98.3K - $105.6K
18% of jobs
$105.8K is the 75th percentile. Wages above this are outliers.
$105.6K - $112.8K
17% of jobs
$112.8K - $120.1K
6% of jobs
$120.1K - $127.4K
1% of jobs
$127.4K - $134.6K
1% of jobs
$54.6K
$98.6K
$134.6K
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.

Full-time
Posted 26 days ago
Job description
Organization's Summary Statement:
University of Maryland's College of Education's Center for Educational Data Science and Innovation (EDSI) is dedicated to advancing research and practice at the intersection of data science, artificial intelligence (AI), and education.
EDSI's mission encompasses three primary objectives:
1. Accelerating cutting-edge research that leverages data science and AI to address critical issues in education and advance education equity and effectiveness;
2. Bridging educators, researchers, policymakers, and industry leaders to promote evidence- based, ethical, and responsible use of data and AI in education;
3. Transforming education systems to achieve greater equity, efficiency, and effectiveness for all students through innovative technological advancements and policy solutions.
Through these objectives, EDSI aims to position the University of Maryland College Park at the forefront of innovation in educational data science, policy analysis, and the application of AI in learning environments.
EDSI is seeking a highly skilled Senior Faculty Specialist (Data Scientist) to lead data-driven research initiatives aimed at improving educational practices. This position involves working with a diverse array of educational data types, coordinating research collaborations, supporting the integration of research insights into innovative educational products and interventions, and exploring cutting-edge technologies, including generative AI, to enhance educational research and practice.
Major responsibilities will include overseeing the collection, management, and analysis of complex educational data from multiple sources, including classroom recordings, administrative datasets, and proprietary learning tools. Additionally, the Senior Faculty Specialist will translate research findings into actionable tools and products, working closely with software developers, educational partners, and researchers.
We are willing to sponsor H-1B visas for qualified candidates.
Minimum Qualifications:
Education: Master's degree or higher in Computer Science, Data Science, Statistics, Education, or a related field.
Experience:
*Demonstrated experience in managing large datasets and conducting advanced data analyses. *Experience in project management and collaboration in a research or academic setting.
Knowledge, Skills, and Abilities:
*Expertise in data analysis and machine learning, with experience applying these techniques
*Strong programming skills in Python, R, or similar languages.
*Familiarity with experimental design and causal inference methodologies
*Familiarity with or interest in applying generative AI techniques
*Excellent communication skills, passion for educational research, and a desire to contribute to impactful educational research.
Preferences:
*Recent PhD in relevant field
*Expertise in data analysis and machine learning, with experience applying these techniques in an educational context preferred.
*Familiarity with experimental design and causal inference methodologies, particularly in educational contexts.
*Familiarity with or interest in applying generative AI techniques in educational contexts is a plus.
Physical Demands:
*Sedentary work is performed in a normal office environment and requires the ability to operate standard office equipment and keyboards.
*Must be able to read computer screen and type for extended periods
*Must have the ability to walk short distances, and/or drive a vehicle to deliver and pick up materials.
RequiredJobApplicationMaterials:
Resume/CV, Cover Letter, References
Best Consideration Date:
January 31, 2025
Open Until Filled: Yes
Offers of employment are contingent on completion of a background check. Information reported by the background check will not automatically disqualify anyone from employment. Before any adverse decision, the finalist will have an opportunity to provide information to the University regardingdisclosablebackground checkinformation. The University reserves the right to rescind the offer of employment or otherwise decline or terminate employment if the information reported by the background check is deemed incompatible with the position, regardless of when the background check is completed.
The successful candidate must complete employment eligibility verification (on Form I-9) by presenting documents that establish identity and work authorization within the timeframe required by federal immigration law, and where applicable, to demonstrate renewed employment authorization. Failure to complete employment eligibility verification or reverification within the timeframe set forth by law may result in suspension or termination of employment.
The University of Maryland, College Park is an EqualOpportunity/AffirmativeAction Employer; all qualified applicants, including veterans and people with disabilities, will receive consideration for employment. UMD is actively engaged in recruiting, hiring, and promoting underrepresented communities. Please read the entire University of MarylandEqual Employment Opportunity and Affirmative Action Statement of Policy.
Women, Minorities, Disabled, Veterans, and LGBTQ+ Welcome!
Diversity StatementThe University of Maryland, College Park, an equal opportunity/affirmative action employer, complies with all applicable federal and state laws and regulations regarding nondiscrimination and affirmative action; all qualified applicants will receive consideration for employment. The University is committed to a policy of equal opportunity for all persons and does not discriminate on the basis of race, color, religion, sex, national origin, physical or mental disability, protected veteran status, age, gender identity or expression, sexual orientation, creed, marital status, political affiliation, personal appearance, or on the basis of rights secured by the First Amendment, in all aspects of employment, educational programs and activities, and admissions.
Title IX Non-Discrimination NoticeThe University of Maryland (UMD) does not discriminate on the basis of sex, gender identity or expression, sexual orientation, race, color religion, national origin, ethnicity, physical or mental disability, protected veteran status, age, genetic information or any other characteristic protected by law in its programs and activities. Specifically, Title IX prohibits discrimination on the basis of sex in UMD programs and activities, including with respect to admission and employment.
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