... internships) • SQL fluency -- complex joins, incremental computation, window functions, query ... • Causal inference methods (diff-in-diff, regression discontinuity, propensity matching) • ...
... internships) • SQL fluency -- complex joins, incremental computation, window functions, query ... • Causal inference methods (diff-in-diff, regression discontinuity, propensity matching) • ...
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
Our stack spans multi-agent orchestration, retrieval-augmented generation, causal inference, and ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
Our stack spans multi-agent orchestration, retrieval-augmented generation, causal inference, and ... BASIC QUALIFICATIONS - 3+ years of non-internship professional software development experience - 2+ ...
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
Senior ML/Data Engineer
New York, NY · On-site
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Senior ML/Data Engineer
New York, NY · On-site
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Senior ML/Data Engineer
New York, NY · On-site
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Quick apply
Senior ML/Data Engineer
New York, NY · On-site
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Senior ML/Data Engineer
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Senior ML/Data Engineer
$116K - $157K/yr
... internships, university placements, coursework, and academic projects. * Proven experience ... Experience with causal inference, counterfactual modelling, or simulation. * Experience working ...
Post Doctoral Fellow - Biostatistics and Data Science
Baltimore, MD · On-site
$48K - $66K/yr
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
Post Doctoral Fellow - Biostatistics and Data Science
Baltimore, MD · On-site
$48K - $66K/yr
... ML-based causal inference models for real-world evidence applications (e.g., target trial ... Relevant experience may include research, teaching, clinical duties, internships, or other work in ...
Data Scientist Intern (VOD Data) - 2027 Summer
San Jose, CA · On-site
$45/hr
... and causal inference. By submitting an application for this role, you accept and agree to our ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Data Scientist Intern (VOD Data) - 2027 Summer
San Jose, CA · On-site
$45/hr
... and causal inference. By submitting an application for this role, you accept and agree to our ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Robotics - Data Science Intern / Co-op - 2026
Seattle, WA · On-site
$108 - $160/hr
... causal inference, deep learning, artificial intelligence, applied generative AI, operations ... Amazon internships across all seasons are full‑time positions, and interns should expect to work ...
Robotics - Data Science Intern / Co-op - 2026
Seattle, WA · On-site
$108 - $160/hr
... causal inference, deep learning, artificial intelligence, applied generative AI, operations ... Amazon internships across all seasons are full‑time positions, and interns should expect to work ...
Data Science PhD Intern
Kirkland, WA · On-site
We're now looking for AI, NLP, Machine Learning, Data Science, and Math PhD Interns to work ... causal inference, and other related disciplines * Programming skills and familiarity of modern ML ...
Data Science PhD Intern
Kirkland, WA · On-site
We're now looking for AI, NLP, Machine Learning, Data Science, and Math PhD Interns to work ... causal inference, and other related disciplines * Programming skills and familiarity of modern ML ...
Data Science PhD Intern
Kirkland, WA · On-site
We're now looking for AI, NLP, Machine Learning, Data Science, and Math PhD Interns to work ... causal inference, and other related disciplines * Programming skills and familiarity of modern ML ...
Data Science PhD Intern
Kirkland, WA · On-site
We're now looking for AI, NLP, Machine Learning, Data Science, and Math PhD Interns to work ... causal inference, and other related disciplines * Programming skills and familiarity of modern ML ...
Internships at TikTok aim to offer students industry exposure and hands-on experience. Watch your ... causal inference, uplift model, and deep learning. • Experience in managing projects. Preferred ...
Internships at TikTok aim to offer students industry exposure and hands-on experience. Watch your ... causal inference, uplift model, and deep learning. • Experience in managing projects. Preferred ...
Frontend Engineer Project Intern (TikTok Multimedia Arch) - 2026 (BS/MS)
San Jose, CA · On-site
$45/hr
... causal inference analysis etc. As a project intern, you will have the opportunity to engage in ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Frontend Engineer Project Intern (TikTok Multimedia Arch) - 2026 (BS/MS)
San Jose, CA · On-site
$45/hr
... causal inference analysis etc. As a project intern, you will have the opportunity to engage in ... Interns have day one access to health insurance, life insurance, wellbeing benefits and more.
Product Analyst
Chicago, IL · Remote
$145K - $175K/yr
... internships) * SQL fluency -- complex joins, incremental computation, window functions, query ... Causal inference methods (diff-in-diff, regression discontinuity, propensity matching) * Prior work ...
Quick apply
Product Analyst
Chicago, IL · Remote
$145K - $175K/yr
... internships) * SQL fluency -- complex joins, incremental computation, window functions, query ... Causal inference methods (diff-in-diff, regression discontinuity, propensity matching) * Prior work ...
... research, internships, consulting engagements, or professional work * Proficiency in SQL ... Experience with econometrics, causal inference, forecasting, machine learning, or other advanced ...
... research, internships, consulting engagements, or professional work * Proficiency in SQL ... Experience with econometrics, causal inference, forecasting, machine learning, or other advanced ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · Hybrid
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · Hybrid
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
... research, internships, consulting engagements, or professional work * Proficiency in SQL ... Experience with econometrics, causal inference, forecasting, machine learning, or other advanced ...
... research, internships, consulting engagements, or professional work * Proficiency in SQL ... Experience with econometrics, causal inference, forecasting, machine learning, or other advanced ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · On-site
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · On-site
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · On-site
$90K - $100K/yr
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
Data Scientist I supporting social science research, analytics, and AI initiatives
Chicago, IL · On-site
$90K - $100K/yr
... measures, causal inference methods, machine learning, analysis of clustered data, data ... At least 4 years of relevant experience (graduate research, internships, and applied professional ...
Internship Causal Inference information
See salary details
$9.13 - $10.47
2% of jobs
$10.47 - $11.80
2% of jobs
$11.80 - $13.13
3% of jobs
$13.13 - $14.47
17% of jobs
$14.55 is the 25th percentile. Wages below this are outliers.
$14.47 - $15.80
18% of jobs
The median wage is $16.51 / hr.
$15.80 - $17.13
16% of jobs
$17.13 - $18.47
11% of jobs
$18.89 is the 75th percentile. Wages above this are outliers.
$18.47 - $19.80
20% of jobs
$19.80 - $21.13
6% of jobs
$21.13 - $22.47
3% of jobs
$22.47 - $23.80
2% of jobs
$9
$17
$23
How much do internship causal inference jobs pay per hour?
As of Aug 23, 2026, the average hourly pay for internship causal inference in the United States is $17.31, according to ZipRecruiter salary data. Most workers in this role earn between $14.42 and $19.23 per hour, depending on experience, location, and employer.
What is an internship in causal inference?
An Internship in Causal Inference is a temporary position, typically for students or early-career professionals, that focuses on learning and applying methods to determine cause-and-effect relationships in data. Interns in this field work with statistical models, experimental designs, and software tools to analyze data and infer causal relationships, often in fields like economics, public health, or data science. These internships provide hands-on experience with real-world datasets, mentorship from experienced researchers, and opportunities to contribute to ongoing projects. Participants gain valuable skills in programming, statistical analysis, and research methodology, which are highly sought after in both academia and industry.
What types of projects and team collaborations can I expect during an internship in causal inference?
As an intern in Causal Inference, you will typically work on projects focused on analyzing data to determine cause-and-effect relationships, such as assessing the impact of interventions or policy changes. You may collaborate with data scientists, statisticians, and domain experts, contributing to experimental design, data cleaning, and the application of statistical methods. Interns often participate in weekly team meetings, present findings, and receive mentorship from senior researchers. This hands-on experience provides valuable exposure to both technical skills and interdisciplinary teamwork, which are crucial for growth in quantitative research roles.
What are the key skills and qualifications needed to thrive as an internship in causal inference, and why are they important?
To thrive in an Internship Causal Inference role, you need a solid background in statistics, econometrics, and data analysis, typically supported by coursework or degrees in statistics, economics, or related quantitative fields. Familiarity with statistical programming languages such as R or Python, and experience with causal inference frameworks and tools like propensity score matching or regression discontinuity, are commonly required. Strong problem-solving abilities, attention to detail, and effective communication skills help interns interpret results and collaborate with research teams. These skills and qualities are essential to ensure rigorous and meaningful analysis that informs data-driven decisions.
What is the difference between Internship Causal Inference vs Data Analyst?
| Aspect | Internship Causal Inference | Data Analyst |
|---|---|---|
| Required Credentials | Undergraduate or graduate in statistics, economics, or related fields | Degree in statistics, data science, or related fields |
| Work Environment | Research-focused, often in academia or research institutions | Business, corporate, or consulting settings |
| Employer & Industry Usage | Universities, research labs, tech companies | Finance, marketing, healthcare, tech companies |
| Comparison Search Intent | Understanding causal inference techniques during internships | Analyzing data to inform business decisions |
Internship Causal Inference roles focus on applying statistical methods to identify cause-effect relationships, often in research settings. Data Analyst roles involve interpreting data to support business strategies. While both require analytical skills, causal inference internships emphasize research and advanced statistical techniques, whereas data analyst positions focus on data processing and reporting.
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The most popular types of Causal Inference jobs are:
What states have the most Internship Causal Inference jobs?
States with the most job openings for Internship Causal Inference jobs include:
What job categories do people searching Internship Causal Inference jobs look for?
The top searched job categories for Internship Causal Inference jobs are:
Job description
Job Summary:
Wand is a company that makes gaming magical by building tools that enhance player experiences across thousands of PC games. They are seeking a Product Data Analyst to own key metrics, conduct deep investigations, and design experiments that drive product decisions and improvements.
Responsibilities:
• You'll own the dashboards and definitions Product, Growth, Marketing, and Finance rely on every day.
• When a number moves, you'll know before anyone else — and you'll know why.
• You'll build in Hex, document in our spec, and enforce consistent definitions across teams.
• When retention dips or a funnel leaks, you won't stop at the symptom.
• You'll follow the thread — through cohorts, segments, the quirks of specific games — until you can name the cause and recommend a fix.
• You'll notice when a chart doesn't look right and you won't leave it alone.
• You'll design and analyze A/B tests on product changes, pricing, onboarding, and growth initiatives.
• You'll set sample sizes, call stat sig, and write the readouts.
• When a result is noisy or a test is underpowered, you'll say so — even when the PM is ready to ship.
• You'll work directly with our leaders on the questions that don't have obvious answers.
• You'll frame the question, run the analysis, and deliver the recommendation.
Qualifications:
Required:
• 5 years in a Data Analyst, Product Analyst, or Business Intelligence role (excluding internships)
• SQL fluency — complex joins, incremental computation, window functions, query optimization; comfortable with large, messy datasets
• Python for analysis — pandas and statistical libraries; you don't freeze when the answer requires code
• Experimentation chops — hypothesis testing, sample sizing, and the judgment to tell a p-value from an insight
• A track record of moving metrics you cared about (we'll ask you to walk us through one)
• Direct communication — you can tell a leader an uncomfortable answer without burying it in caveats
Preferred:
• Degree in a quantitative field
• Hex, dbt, and Bigquery experience
• Prior growth-stage consumer software or gaming experience
• Causal inference methods (diff-in-diff, regression discontinuity, propensity matching)
• Prior work on LTV, retention, or subscription models
• Experience building metrics frameworks or KPI hierarchies from scratch
Company:
Wand makes gaming magical. Founded in 2018, the company is headquartered in Miami, USA, with a team of 11-50 employees. The company is currently Early Stage.
Wand is a company that makes gaming magical by building tools that enhance player experiences across thousands of PC games. They are seeking a Product Data Analyst to own key metrics, conduct deep investigations, and design experiments that drive product decisions and improvements.
Responsibilities:
• You'll own the dashboards and definitions Product, Growth, Marketing, and Finance rely on every day.
• When a number moves, you'll know before anyone else — and you'll know why.
• You'll build in Hex, document in our spec, and enforce consistent definitions across teams.
• When retention dips or a funnel leaks, you won't stop at the symptom.
• You'll follow the thread — through cohorts, segments, the quirks of specific games — until you can name the cause and recommend a fix.
• You'll notice when a chart doesn't look right and you won't leave it alone.
• You'll design and analyze A/B tests on product changes, pricing, onboarding, and growth initiatives.
• You'll set sample sizes, call stat sig, and write the readouts.
• When a result is noisy or a test is underpowered, you'll say so — even when the PM is ready to ship.
• You'll work directly with our leaders on the questions that don't have obvious answers.
• You'll frame the question, run the analysis, and deliver the recommendation.
Qualifications:
Required:
• 5 years in a Data Analyst, Product Analyst, or Business Intelligence role (excluding internships)
• SQL fluency — complex joins, incremental computation, window functions, query optimization; comfortable with large, messy datasets
• Python for analysis — pandas and statistical libraries; you don't freeze when the answer requires code
• Experimentation chops — hypothesis testing, sample sizing, and the judgment to tell a p-value from an insight
• A track record of moving metrics you cared about (we'll ask you to walk us through one)
• Direct communication — you can tell a leader an uncomfortable answer without burying it in caveats
Preferred:
• Degree in a quantitative field
• Hex, dbt, and Bigquery experience
• Prior growth-stage consumer software or gaming experience
• Causal inference methods (diff-in-diff, regression discontinuity, propensity matching)
• Prior work on LTV, retention, or subscription models
• Experience building metrics frameworks or KPI hierarchies from scratch
Company:
Wand makes gaming magical. Founded in 2018, the company is headquartered in Miami, USA, with a team of 11-50 employees. The company is currently Early Stage.