Sr. Principal Data Scientist
Atlanta, GA · On-site
Causal inference, experimentation & uplift modelling * NLP, generative AI & multimodal ML systems * Computer vision & video intelligence pipelines * Apply rigorous statistical thinking ...
Atlanta, GA · On-site
Causal inference, experimentation & uplift modelling * NLP, generative AI & multimodal ML systems * Computer vision & video intelligence pipelines * Apply rigorous statistical thinking ...
Atlanta, GA · On-site
Causal inference, experimentation & uplift modelling * NLP, generative AI & multimodal ML systems * Computer vision & video intelligence pipelines * Apply rigorous statistical thinking ...
Atlanta, GA · On-site
$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 ...
Atlanta, GA · On-site
$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 ...
Atlanta, GA · Hybrid
$100K - $138K/yr
Experience with Causal Inference highly preferred. Job Level: Non-Management Exempt Workshift: Job Family: IFT > Engineering/Dev Please be advised that Elevance Health only accepts resumes for ...
Atlanta, GA · Hybrid
$100K - $138K/yr
Experience with Causal Inference highly preferred. Job Level: Non-Management Exempt Workshift: Job Family: IFT > Engineering/Dev Please be advised that Elevance Health only accepts resumes for ...
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 ...
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 ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
$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 ...
$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 ...
Atlanta, GA · On-site
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 ...
Atlanta, GA · On-site
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 ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
Has experience recommending growth strategies using tactics like marketing mix modelling (paid and organic channels, Email marketing, promotions, etc.), attribution modelling, causal inference ...
Atlanta, GA · Hybrid
$100K - $138K/yr
Experience with Causal Inference highly preferred. Please be advised that Elevance Health only accepts resumes for compensation from agencies that have a signed agreement with Elevance Health. Any ...
Atlanta, GA · Hybrid
$100K - $138K/yr
Experience with Causal Inference highly preferred. Please be advised that Elevance Health only accepts resumes for compensation from agencies that have a signed agreement with Elevance Health. Any ...
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 ...
Thatmeans rigorous A/B test design, lift measurement, causal inference where appropriate,and a framework the rest of the business can use to run experiments without coming toyour team for every one.
Thatmeans rigorous A/B test design, lift measurement, causal inference where appropriate,and a framework the rest of the business can use to run experiments without coming toyour team for every one.
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 ...
Atlanta, GA · On-site
$139K - $208K/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 ...
Atlanta, GA · On-site
$139K - $208K/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 ...
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 ...
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 ...
Atlanta, GA · On-site
That means rigorous A/B test design, lift measurement, causal inference where appropriate, and a framework the rest of the business can use to run experiments without coming to your team for every ...
Atlanta, GA · On-site
That means rigorous A/B test design, lift measurement, causal inference where appropriate, and a framework the rest of the business can use to run experiments without coming to your team for every ...
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 ...
$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
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.

8.1
Based on 53 frontline employees who took The Breakroom Quiz
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Sourced by ZipRecruiter
Media and telecom
10,000+ Employees
New York, NY, US
2022