Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Position Overview The Director, Paid Marketing Measurement Analytics is a key leader within ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
The Director, Owned Marketing Measurement Analytics is a key leader within Marriott's Enterprise ... Robust understanding of causal inference methodologies (i.e. RCT, differences in differences ...
Senior Applied Scientist , Prime Video Ads
Arlington, VA · On-site
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Senior Applied Scientist , Prime Video Ads
Arlington, VA · On-site
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Senior Applied Scientist , Prime Video Ads
Arlington, VA · On-site
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Senior Applied Scientist , Prime Video Ads
Arlington, VA · On-site
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Senior Applied Scientist , Prime Video Ads
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Senior Applied Scientist , Prime Video Ads
$105K - $143K/yr
Do you want to work at the intersection of deep learning, causal inference, and product ... Unlike traditional digital advertising where clicks and conversions provide direct feedback ...
Director of Data Solutions
Rockville, MD · On-site
The Director of Data Solutions is responsible for leading the technical delivery of data platforms ... causal inference/target trial tooling patterns, and integration templates for multiple data sources ...
Director of Data Solutions
Rockville, MD · On-site
The Director of Data Solutions is responsible for leading the technical delivery of data platforms ... causal inference/target trial tooling patterns, and integration templates for multiple data sources ...
Director of Data Solutions
Rockville, MD · On-site
The Director of Data Solutions will lead technical delivery for data platforms and AI/ML solutions ... causal inference/target trial tooling patterns, and integration templates for multiple data sources ...
Director of Data Solutions
Rockville, MD · On-site
The Director of Data Solutions will lead technical delivery for data platforms and AI/ML solutions ... causal inference/target trial tooling patterns, and integration templates for multiple data sources ...
Act as a recognized professional in a technical or methodological area (e.g., causal inference ... Practical working understanding of data-analytics tools, and direct experience managing, analyzing ...
Act as a recognized professional in a technical or methodological area (e.g., causal inference ... Practical working understanding of data-analytics tools, and direct experience managing, analyzing ...
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Director of Data Solutions
Rockville, MD · On-site
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Director of Data Solutions
Rockville, MD · On-site
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Quick apply
Transportation Reimbursement Account (TRN) The Director of Data Solutions is the senior technical ... causal inference/target trial tooling patterns, and integration templates for multiple data sources.
Director, AI Engineering (Data Science)
Columbia, MD · On-site +1
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Director, AI Engineering (Data Science)
Columbia, MD · On-site +1
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Quick apply
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Ensure statistical rigor in experimental design, causal inference, A/B testing, and offline/online ... Direct experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data ...
Head of Quantitative Research Senior Data Architect
Lanham, MD · On-site
$170K - $250K/yr
... causal inference, and advanced analytics initiatives • Collaborate cross-functionally with finance, operations, engineering, and leadership teams • Help establish the long-term analytical and AI ...
Head of Quantitative Research Senior Data Architect
Lanham, MD · On-site
$170K - $250K/yr
... causal inference, and advanced analytics initiatives • Collaborate cross-functionally with finance, operations, engineering, and leadership teams • Help establish the long-term analytical and AI ...
Principal Data Scientist
Gaithersburg, MD · On-site
$175K - $215K/yr
... direct contributions to BullFrog's in-house platform -- spanning target discovery, patient ... Causal inference experience -- a significant differentiator for this role • NLP/LLM expertise ...
Quick apply
Principal Data Scientist
Gaithersburg, MD · On-site
$175K - $215K/yr
... direct contributions to BullFrog's in-house platform -- spanning target discovery, patient ... Causal inference experience -- a significant differentiator for this role • NLP/LLM expertise ...
Director Causal Inference information

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 4 days ago
Marriott International rating
6.4
Based on 1,137 frontline employees who took The Breakroom Quiz
50th of 105 rated hotels
Job description
The Director, Paid Marketing Measurement Analytics is a key leader within Marriott's Enterprise Data, Analytics & AI organization, responsible for delivering insights that influence marketing strategy, channel performance, and campaign effectiveness. This role drives analytics initiatives focused on marketing mix modeling, attribution, incrementality testing, and ROI analysis-enabling strategic data-driven decisions that improve engagement and maximize return on investment.
Working closely with marketing leaders and cross-functional teams, the Director defines analytical priorities, interprets complex data, and translates findings into clear, actionable strategic recommendations. By leveraging advanced analytics and Marriott's data assets, this position ensures marketing strategies are grounded in robust insights and aligned with enterprise goals. The Director combines strong analytical expertise, business acumen, and exceptional communication skills to serve as a trusted advisor to senior stakeholders, fostering collaboration and innovation to embed analytics into decision-making and elevate Marriott's marketing performance.
Requirements & Qualifications- Bachelor's degree in Business, Analytics, or related field; advanced degree a plus.
- Minimum 8 years of experience in advanced analytics or related roles, with 3+ years managing others preferred.
- Ability to translate insights into strategic recommendations for business leaders.
- Robust understanding of causal inference methodologies (i.e. RCT, differences in differences, instrumental variables)
- Hands-on knowledge of running incrementality studies (geo-based and audience-based hold-outs, synthetic controls)
- Strong familiarity with MMM validation techniques (in-market and out-of-sample model validations)
- Strong understanding of full-funnel marketing and media channels (digital, TV, retail media, paid social, search), as well as relevant measurement frameworks
- Experience driving marketing measurement innovation
- Ability to build, mentor, and lead a high-performing team of analysts.
Key Duties & Responsibilities
- Lead end-to-end marketing measurement initiatives across channels, including marketing mix modeling, attribution, incrementality testing, and ROI analysis, to evaluate and optimize marketing investments.
- Translate complex analytical findings into clear, compelling narratives and strategic recommendations tailored for senior leadership and executive audiences.
- Design and apply causal inference methodologies (e.g., randomized controlled trials, differences in differences, synthetic controls, instrumental variables) to isolate incremental impact and inform decision-making.
- Define and evolve enterprise grade measurement frameworks, KPIs, and success metrics in partnership with marketing stakeholders.
- Lead, coach, and develop a team of high-performing analysts, fostering a culture of analytical rigor, curiosity, and business impact.
- Set clear standards for analytical quality, documentation, and storytelling.
- Partner with data engineering, data science, and visualization teams to ensure analytics are supported by reliable, well-structured, and accessible data assets.
- Evaluate and pilot new measurement technologies, tools, and methodologies, continuously advancing Marriott's marketing measurement capabilities.
- Stay current on industry best practices and emerging trends in marketing measurement, experimentation, and advanced analytics.
Marriott International is an equal opportunity employer.We believe in hiring a diverse workforce and sustaining an inclusive, people-first culture.We are committed to non-discrimination onanyprotectedbasis, such as disability and veteran status, or any other basis covered under applicable law.
Marriott International is the world's largest hotel company, with more brands, more hotels and more opportunities for associates to grow and succeed. Be where you can do your best work, beginyour purpose,belongto an amazing globalteam, andbecomethe best version of you.
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