Building, maintaining, and improving the reports a business runs on, a Reports Analyst owns the data-to-information pipeline that supports daily decisions — recurring dashboards, ad-hoc requests, data quality, and stakeholder partnership. Often the quiet operational center of a reporting function.
Days mix maintaining recurring reports, building new dashboards, troubleshooting data sources, and meeting with stakeholders to refine what each report needs to answer. You might rebuild a monthly close report Monday, debug a data feed Tuesday, and design a new operations dashboard on Thursday. The work tends to live in SQL, BI tools like Tableau or Power BI, and the steady conversation with people who use the outputs.
The harder part is often how much of the work is design rather than calculation. Stakeholders ask for reports they think they need; the analyst's job is often uncovering what question they're actually trying to answer. Variance across employers is real — mature analytics functions have governance and standardized layers; smaller orgs run on stitched-together spreadsheets. Data lineage and trust can shape every conversation.
People who tend to thrive here are comfortable with SQL and BI tools, curious about how businesses use data, and patient with messy source systems. They tend to enjoy the satisfaction of a report someone actually uses weekly. The trade-off can be the maintenance burden — every report built is a report to keep working, and the maintenance load tends to grow.
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Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape — helpful for context, but your specific experience will depend on level, specialty, and where you work.
Roles with similar work and overlapping career paths
View all Business Operations roles →Building, maintaining, and improving the reports a business runs on, a Reports Analyst owns the data-to-information pipeline that supports daily decisions — recurring dashboards, ad-hoc requests, data quality, and stakeholder partnership. Often the quiet operational center of a reporting function.
Median pay for a Reports Analyst is about $107K nationally, with the field ranging roughly from $60K to $194K depending on experience, employer, and metro (BLS).
Core skills for this role include Active Listening, Reading Comprehension, Critical Thinking, Writing, and Judgment and Decision Making.
Most people in this role hold a bachelor's degree.
Employment in this field is projected to grow about 21.15% through 2034, with roughly 1.1 million people working in it today (BLS).
Closely related roles include Senior Reports Analyst, Business Analyst, and Software Project Manager.
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