[Hiring] Human Resources Data Analyst @Books A Million Holding Company

Role Description

The HR Data Analyst is responsible for transforming HR and workforce data into accurate, consistent, and decision-ready reporting. You will build and maintain dashboards, define standardized metric calculations, and partner with HR leaders to answer critical questions about turnover, talent acquisition, internal mobility, compensation, and benefits. This role reports to the SVP of Data & Analytics and supports a regular cadence of weekly, monthly, quarterly, and annual workforce reporting. The ideal candidate combines strong SQL skills, hands-on dashboard development in Power BI or Tableau, and a genuine commitment to clean, trustworthy data.

Key Responsibilities

• Build, maintain, and continually improve HR dashboards and reports, segmented by location, role, and manager, using a modern data visualization tool such as Power BI or Tableau.
• Extract, transform, and analyze workforce data, ensuring it serves as a clean, reliable single source of truth for all downstream HR reporting.
• Develop and document standardized definitions and formulas for key HR metrics such as time-to-fill, turnover, internal mobility, and compa-ratio, so reporting is consistent and comparable across teams.
• Produce turnover and retention analytics, including voluntary vs. involuntary separations, tenure at exit, and regrettable-loss tracking, and support predictive flight-risk and workforce-forecasting models.
• Deliver talent acquisition reporting such as pipeline status, applications, source of hire, offer acceptance, cost per hire, quality of hire, and time-to-fill, to support recruiting and open requisitions.
• Track promotion and internal mobility rates, succession-pipeline health, and learning and training participation to inform strategic workforce planning.
• Report on compensation and benefits metrics, such as benefits enrollment and participation, and (in future phases) compa-ratio, salary-band, and pay-equity analysis.
• Support quarterly data-accuracy audits and compliance reporting, partnering with HR Operations and IT to identify and resolve data-quality issues at the source.
• Prepare recurring deliverables on a defined cadence, including the weekly Staff Book, monthly workforce snapshots, quarterly data audits, and the annual strategic workforce review.
• Consolidate reporting from multiple systems (for example, HRIS and connected learning, benefits, and case-management platforms) into one reliable, consistent view for HR leadership.
• Champion a data-driven culture within HR by delivering clear visualizations, thorough documentation, and hands-on support to non-technical stakeholders.

Qualifications

• Bachelor's degree in a quantitative or related field such as Data Analytics, Statistics, Information Systems, Human Resources, Business, or Economics, or equivalent practical experience.
• Proven experience as an HR Data Analyst, People Analytics Analyst, Business Intelligence Analyst, or in a similar data and reporting role.
• High proficiency in SQL for data extraction, transformation, and analysis (required).
• Hands-on experience building dashboards and reports in a major data visualization tool such as Power BI or Tableau (required).
• Experience working with an enterprise HRIS.
• Strong command of MS Excel for ad-hoc analysis and data validation.
• Solid understanding of core HR metrics and concepts such as turnover, time-to-fill, compa-ratio, headcount, and internal mobility is strongly preferred.
• Experience with Python or other scripting languages for data preparation is a plus.
• Strong analytical and problem-solving skills, with the ability to translate complex data into clear, accurate, and actionable insights.
• Meticulous attention to data quality and a commitment to consistent, well-documented metric definitions.
• Excellent communication and interpersonal skills, with the ability to collaborate with both technical and non-technical stakeholders, and to handle sensitive HR data with discretion and confidentiality.
• A proactive and adaptable mindset, with a willingness to take on new challenges and responsibilities in a fast-paced environment.
• Experience in the retail industry is a strong plus.