Senior Data Methodology Analyst
Key Skills for This Role
Full Job Posting
What You'll Do
Proactive Monitoring and Data Health
Design and own a monitoring framework for BrandIndex and Profiles, covering panel composition, sample quality, coverage, and key data health indicators across markets
Run regular data health reporting, surfacing issues before they reach client-facing outputs
Investigate anomalies and data quality signals, conducting root cause analysis and working with Data Operations and Engineering to resolve them
Methodology QC and Change Impact Assessment
Lead statistical QC on methodology changes - weighting updates, imputation changes, questionnaire amendments - assessing impact on key metrics and historical comparability before changes go live
Develop a structured change impact assessment process, with clear documentation of decisions, trade-offs, and expected effects
Work alongside the Change Control process to ensure methodology changes are evaluated and communicated consistently
Automation and Tooling
Build the scripted pipelines, alerting tools, and reproducible frameworks that make monitoring scalable rather than manual
Help the wider team get better at analytical tools and methods over time
Identify and introduce new tooling where it genuinely improves the team's ability to monitor and assure data quality
Stakeholder Communication and Governance
Translate analytical and statistical findings into plain language for Product, Commercial, and Client Services teams
Contribute to methodology documentation, data quality standards, and the Change Control process
What We're Looking For
Technical Skills and Experience
8 plus years in an analytics, data science, or quantitative research role, with a solid foundation in applied statistics and data quality
Deep knowledge of survey-based data methodology, including weighting, imputation, sampling, significance testing
Strong Python or R skills for analysis, automation, and pipeline development; SQL required
Experience building monitoring frameworks or alerting systems for data health in a live environment
Familiarity with survey research and panel-based data collection is a strong advantage
Experience with Power BI or Tableau is a plus
What We Are Looking for in the Person
Rigorous about data; instinctively looks for where things can go wrong and catches it early
Self-directed and gets on with things; does not need to be asked twice
Can explain complex statistical findings clearly to a non-technical audience
Works well across functions; credible with engineering, research, and product teams alike
Comfortable in an environment where not everything is defined yet
Experience and Qualifications
Degree in a related field such as Statistics, Data Science, Mathematics, Econometrics; advanced degree is an advantage
8 plus years of relevant experience with demonstrable work in statistical QC, methodology governance, or data quality assurance
Track record of building or materially improving analytical infrastructure in a team or organization
For roles based in California, New York, Colorado, Massachusetts, or Washington State, the base salary hiring range for this position is $91,000 - 130,000 USD
Compensation offered will be determined by multiple factors including location, job-related knowledge, skills and experience.
Certain roles may be eligible for incentive compensation and additional benefits.
All US based full time employees are eligible for the following benefits:
Paid vacation, holidays and sick days
Flexible working arrangement available
Group medical, dental and vision insurance
Company-paid life and disability insurance
Paid parental leave
401(k) with company match
#LI-AS1
Why join YouGov? Join our global team to help us achieve our social mission: to make millions of people’s opinions heard for the benefit of our local, national, and international communities. Understanding diversity of opinion requires diversity of background. Although our global panel of millions of people worldwide powers our research, our biggest asset is our people. If our research is to be truly representative of what the world thinks, we need people from all walks of life to be part of the team to bring their perspective to the work we do. Life at YouGov We are driven by a set of shared values. We are fast, fearless, and innovative. We work diligently to get it right. We are guided by accuracy, ethics, and proven methodologies. We respect and trust each other, bringing these values into everything that we do. We strive to provide YouGovers with best-in-class benefits to support their physical, financial, and emotional wellbeing. We want our employees to have a sense of belonging and uniqueness in a supportive workplace, so they can bring their full selves to work. Equal Opportunity Employer As an Equal Opportunity Employer, qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity or expression, and sexual orientation), parental status, national origin, marital status, age, disability, genetic information, HIV status, political affiliation, socioeconomic background, veteran status or any other characteristic protected by law or in line with our responsibilities as a fair and ethic employer. All employment decisions are made based on occupational qualifications, merit, and business need.
Data Privacy To find out how we collect and use your personal data when you apply for a role at YouGov, please read our privacy notice at https://jobs.yougov.com/privacy
Qualifications
- Technical Skills and Experience
- 8 plus years in an analytics, data science, or quantitative research role, with a solid foundation in applied statistics and data quality
- Deep knowledge of survey-based data methodology, including weighting, imputation, sampling, significance testing
- Strong Python or R skills for analysis, automation, and pipeline development; SQL required
- Experience building monitoring frameworks or alerting systems for data health in a live environment
- Familiarity with survey research and panel-based data collection is a strong advantage
- What We Are Looking for in the Person
- Rigorous about data; instinctively looks for where things can go wrong and catches it early
- Self-directed and gets on with things; does not need to be asked twice
- Can explain complex statistical findings clearly to a non-technical audience
- Works well across functions; credible with engineering, research, and product teams alike
- Comfortable in an environment where not everything is defined yet
- Experience and Qualifications
- Degree in a related field such as Statistics, Data Science, Mathematics, Econometrics; advanced degree is an advantage
- 8 plus years of relevant experience with demonstrable work in statistical QC, methodology governance, or data quality assurance
- Track record of building or materially improving analytical infrastructure in a team or organization
- For roles based in California, New York, Colorado, Massachusetts, or Washington State, the base salary hiring range for this position is $91,000 - 130,000 USD
- Compensation offered will be determined by multiple factors including location, job-related knowledge, skills and experience.
- Certain roles may be eligible for incentive compensation and additional benefits.
- Paid vacation, holidays and sick days
- Flexible working arrangement available
- Group medical, dental and vision insurance
- Company-paid life and disability insurance
- Paid parental leave
- 401(k) with company match
- Why join YouGov?
- Join our global team to help us achieve our social mission: to make millions of people’s opinions heard for the benefit of our local, national, and international communities.
- Understanding diversity of opinion requires diversity of background. Although our global panel of millions of people worldwide powers our research, our biggest asset is our people. If our research is to be truly representative of what the world thinks, we need people from all walks of life to be part of the team to bring their perspective to the work we do.
- Life at YouGov
- We are driven by a set of shared values. We are fast, fearless, and innovative. We work diligently to get it right. We are guided by accuracy, ethics, and proven methodologies. We respect and trust each other, bringing these values into everything that we do.
- We strive to provide YouGovers with best-in-class benefits to support their physical, financial, and emotional wellbeing. We want our employees to have a sense of belonging and uniqueness in a supportive workplace, so they can bring their full selves to work.
- Equal Opportunity Employer
- As an Equal Opportunity Employer, qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity or expression, and sexual orientation), parental status, national origin, marital status, age, disability, genetic information, HIV status, political affiliation, socioeconomic background, veteran status or any other characteristic protected by law or in line with our responsibilities as a fair and ethic employer. All employment decisions are made based on occupational qualifications, merit, and business need.
- Data Privacy
- To find out how we collect and use your personal data when you apply for a role at YouGov, please read our privacy notice at https://jobs.yougov.com/privacy
Preferred Qualifications
- Experience with Power BI or Tableau is a plus
Responsibilities
- Design and own a monitoring framework for BrandIndex and Profiles, covering panel composition, sample quality, coverage, and key data health indicators across markets
- Run regular data health reporting, surfacing issues before they reach client-facing outputs
- Investigate anomalies and data quality signals, conducting root cause analysis and working with Data Operations and Engineering to resolve them
- Lead statistical QC on methodology changes - weighting updates, imputation changes, questionnaire amendments - assessing impact on key metrics and historical comparability before changes go live
- Develop a structured change impact assessment process, with clear documentation of decisions, trade-offs, and expected effects
- Work alongside the Change Control process to ensure methodology changes are evaluated and communicated consistently
- Build the scripted pipelines, alerting tools, and reproducible frameworks that make monitoring scalable rather than manual
- Help the wider team get better at analytical tools and methods over time
- Identify and introduce new tooling where it genuinely improves the team's ability to monitor and assure data quality
- Translate analytical and statistical findings into plain language for Product, Commercial, and Client Services teams
- Contribute to methodology documentation, data quality standards, and the Change Control process
- 8 plus years in an analytics, data science, or quantitative research role, with a solid foundation in applied statistics and data quality
- Deep knowledge of survey-based data methodology, including weighting, imputation, sampling, significance testing
- Strong Python or R skills for analysis, automation, and pipeline development; SQL required
- Experience building monitoring frameworks or alerting systems for data health in a live environment
- Familiarity with survey research and panel-based data collection is a strong advantage
- Experience with Power BI or Tableau is a plus
- Rigorous about data; instinctively looks for where things can go wrong and catches it early
- Self-directed and gets on with things; does not need to be asked twice
- Can explain complex statistical findings clearly to a non-technical audience
- Works well across functions; credible with engineering, research, and product teams alike
- Comfortable in an environment where not everything is defined yet
- Degree in a related field such as Statistics, Data Science, Mathematics, Econometrics; advanced degree is an advantage
- 8 plus years of relevant experience with demonstrable work in statistical QC, methodology governance, or data quality assurance
- Track record of building or materially improving analytical infrastructure in a team or organization
- For roles based in California, New York, Colorado, Massachusetts, or Washington State, the base salary hiring range for this position is $91,000 - 130,000 USD
- Compensation offered will be determined by multiple factors including location, job-related knowledge, skills and experience.
- Certain roles may be eligible for incentive compensation and additional benefits.
- All US based full time employees are eligible for the following benefits:
- Paid vacation, holidays and sick days
- Flexible working arrangement available
- Group medical, dental and vision insurance
- Company-paid life and disability insurance
- Paid parental leave
- 401(k) with company match
- #LI-AS1
- Why join YouGov?
- Join our global team to help us achieve our social mission: to make millions of people’s opinions heard for the benefit of our local, national, and international communities.
- Understanding diversity of opinion requires diversity of background. Although our global panel of millions of people worldwide powers our research, our biggest asset is our people. If our research is to be truly representative of what the world thinks, we need people from all walks of life to be part of the team to bring their perspective to the work we do.
- Life at YouGov
- We are driven by a set of shared values. We are fast, fearless, and innovative. We work diligently to get it right. We are guided by accuracy, ethics, and proven methodologies. We respect and trust each other, bringing these values into everything that we do.
- We strive to provide YouGovers with best-in-class benefits to support their physical, financial, and emotional wellbeing. We want our employees to have a sense of belonging and uniqueness in a supportive workplace, so they can bring their full selves to work.
About YouGov
Public British market research and data analytics group serving brands, media owners, agencies, governments, and institutions.
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