What Does a Data Management Specialist Do?
Any database that many people edit ends up with duplicate records, stale addresses and codes typed three different ways. For colleges and companies, a data management specialist is the person who clears them out, merges entries for the same student or customer and sets the data standards every office is meant to follow.
Data Management Specialist Duties and Responsibilities
The primary responsibilities of a data management specialist include:
- Enter and update records in the organization's database from forms, emails and data feeds.
- Run duplicate checks and merge records that describe the same person or account.
- Validate imported files against field rules before loading them into the live system.
- Build standard reports and mailing lists with the system's query tools or Excel.
- Correct addresses, names and status codes using change notices and returned mail.
- Document data standards so every office enters dates, names and codes the same way.
- Audit samples of records each month and report error rates to the supervisor.
- Grant or remove user access to the database when staff join or leave.
- Answer data requests from staff, checking that each release follows privacy rules like FERPA.
- Test new fields and system upgrades before they reach everyday users.
Required Skills and Qualifications
To succeed as a data management specialist, you will need the following skills and qualifications:
- Database screens in systems such as Banner, Salesforce or Raiser's Edge
- Excel functions for matching and cleanup
- Basic SQL or query builders at higher levels
- Close attention to spelling, dates and codes
- Knowledge of FERPA and other privacy rules
- Writing clear data-entry standards
- Patience with repetitive checks
- Explaining data problems to staff outside IT
Education and Training
Entry without database experience might be possible at Level I, but applicants who know Excel and a records system will have an edge over other candidates. Levels II and III are usually distinguished from Level I in that they set data standards, train users and take on the messiest cleanup projects. In BLS data, the broad group of information and record clerks this job falls under typically needs a high school diploma and short-term on-the-job training.
Salary and Job Outlook
Typical pay: varies widely for this role, and BLS does not publish pay for it separately. In the wider BLS group it belongs to (Information and Record Clerks, All Other), the middle half of earners made $40,910 to $59,970 a year, and the median was $49,500.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, Information and Record Clerks, All Other.
BLS projects employment of information and record clerks not listed elsewhere, the catch-all group that holds this job, to grow less than 1 percent from 2025 to 2035. BLS also expects roughly 15,000 openings a year across that group. The work itself is changing. More of it is checking, merging and reporting on records that other systems create, and those skills carry over to database and analyst jobs.
Outlook source: U.S. Bureau of Labor Statistics, Employment Projections, 2025 to 2035, Information and record clerks, all other.