Principal, Data Scientist - Causal Inference & Experimentation
702 Sw 8th St
Bentonville, AR 72716-6209
Bentonville, AR 72716-6209
R-2376750
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$110,000 - $220,000/yr
Regular/ Permanent
Salaried
Position Summary...
About Walmart BusinessWalmart Business is a rapidly growing omnichannel platform designed to serve businesses, nonprofits, and government agencies at scale. By combining Walmart’s unmatched assets with purpose-built B2B experiences, we are redefining how organizations purchase and operate.
This is a unique opportunity to shape foundational decision-making in a high-growth business while leveraging the scale and complexity of the world’s largest omnichannel retailer.
What you'll do...
As a Principal Data Scientist, you will serve as a technical authority in causal inference, experimentation, and decision science, influencing strategy across Product, Business, and Executive leadership.- Define and lead the causal measurement strategy for major product, pricing, and operational initiatives, ensuring decisions are grounded in robust causal evidence rather than correlation.
- Design and evaluate large-scale experimentation frameworks, including A/B testing, sequential experimentation, and quasi-experimental designs, to measure true business impact.
- Develop and apply advanced causal and statistical models, such as:
- Treatment effect and uplift models
- Difference-in-differences and synthetic controls
- Propensity score and matching methods
- Instrumental variables and observational causal techniques
- Translate complex causal findings into executive-ready insights, clearly communicating assumptions, limitations, uncertainty, and business implications.
- Partner directly with senior business and product leaders to frame ambiguous, high-stakes problems, define learning agendas, and determine the right analytical or experimental approach.
- Connect leading indicators to lagging outcomes, demonstrating how specific product and operational levers causally impact revenue, conversion, retention, and customer experience.
- Influence roadmap and investment decisions by identifying high-ROI opportunities and quantifying trade-offs through experimentation and modeling.
- Set technical standards and best practices for experimentation and causal analysis, mentoring senior data scientists and raising the overall analytical maturity of the organization.
- Deep expertise in causal inference and experimentation, with a strong track record of applying these methods to real-world business decisions.
- Advanced modeling and statistical skills, including causal modeling, experimental design, and large-scale observational analysis.
- Strong technical proficiency in SQL, Python, and/or R, with experience working on complex, high-volume data systems.
- Strategic and systems thinking, with the ability to connect business objectives, product strategy, and analytical methods end-to-end.
- Executive influence without authority, able to shape decisions through rigor, clarity, and credibility rather than formal management responsibility.
- 10+ years of experience in data science, applied research, or advanced analytics roles, operating at principal or staff-level scope.
- Retail, eCommerce, or marketplace experience is a plus, including pricing, supply chain, merchandising, or digital platforms.
Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.
For information about benefits and eligibility, see One.Walmart.
The annual salary range for this position is $110,000.00 - $220,000.00 Additional compensation includes annual or quarterly performance bonuses. Additional compensation for certain positions may also include :
- Stock
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Minimum Qualifications...
Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.
Option 1: Bachelors degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field and 5 years' experience in an analytics related field. Option 2: Masters degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field and 3 years' experience in an analytics related field. Option 3: 7 years' experience in an analytics or related fieldPreferred Qualifications...
Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.
Data science, machine learning, optimization models, PhD in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, Publications or active peer reviewer in related journals or conference, Successful completion of one or more assessments in Python, Spark, Scala, or R, Using open source frameworks (for example, scikit learn, tensorflow, torch), We value candidates with a background in creating inclusive digital experiences, demonstrating knowledge in implementing Web Content Accessibility Guidelines (WCAG) 2.2 AA standards, assistive technologies, and integrating digital accessibility seamlessly. The ideal candidate would have knowledge of accessibility best practices and join us as we continue to create accessible products and services following Walmart’s accessibility standards and guidelines for supporting an inclusive culture.Primary Location...
702 Sw 8Th St, Bentonville, AR 72716, United States of AmericaWalmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job. This policy applies to all employees and aims to create a safe and productive work environment.Walmart is committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job. This policy applies to all employees and aims to create a safe and productive work environment.
Benefits you’ll enjoy
Discount Card
Get 10% off
Walmart associates are eligible for a 10% discount card on most regular-priced items and fresh produce in-store and on select items at Walmart.com. Eligible after 90 days of employment.
Live Better U
100% covered
Earn a degree or in-demand skills certificates with no debt- Walmart covers 100% of tuition and books. Live Better U offers 60+ programs for Associates to pursue their dreams.
Walmart Academy
Grow your skills
Ready to grow your career? Walmart Academy offers job-specific retail training and leadership courses to help Associates reach their career goals.
Financial perks
Enjoy 401(k) matching and stock purchase plans.
Paid time off
Take a break as needed for vacation, sick leave, holidays, parental leave, and more
Comprehensive health benefits
Medical, dental, vision, and wellness programs for you and your family
Wellbeing programs
Access mental health resources and assistance programs for life’s challenges
Career growth opportunities
Training, leadership programs, and clear paths to advance.
Life at Walmart
Imagine a workplace surrounded by innovation.
At Walmart’s new Home Office in Bentonville, Arkansas, we’re redefining what it means to work at a global leader.

Set on 350 acres of thoughtfully revitalized land, our new campus seamlessly integrates the charm of Northwest Arkansas with cutting edge design and technology. From biking trails and outdoor courtyards to flexible, tech-enabled workspaces, every detail reflects our commitment to sustainability, connection, and culture.


With amenities like on-site childcare at our Little Squiggles Children’s Enrichment Center, the Walton Family Whole Health & Fitness Center, and a vibrant food hall featuring local and international favorites, we’re creating a space where work-life balance isn’t just a goal—it’s a reality.
Beyond the campus, Bentonville offers a dynamic lifestyle with world-class dining, art at the Crystal Bridges Museum, and countless outdoor activities.
Beyond the campus, Bentonville offers a dynamic lifestyle with world-class dining, art at the Crystal Bridges Museum, and countless outdoor activities.

Whether you’re exploring High South cuisine, enjoying live performances at our new amphitheater, or cycling the Razorback Greenway, you’ll experience the perfect blend of small-town charm and big-city amenities.
Join us at Walmart and grow your career alongside a community that feels like home.
This isn’t just a workplace—it’s a destination for leaders eager to make a difference.




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