Software & IT

database

Name: Database skill & career-path data
Creator: Futureful

Learned from 237 real résumés for this role.

Across 237 real U.S. résumés for a database, the most distinctive skills are Product Lifecycle, Designing Database and Client Requirements — each far more common in this role than across all résumés. This is the real skill fingerprint, learned from résumés, not a job description.

Product Lifecycle: 2% have it · 136.8× vs average
Designing Database: 2% have it · 97.7× vs average
Client Requirements: 2% have it · 60.4× vs average

Based on Futureful's analysis of 102,822 U.S. résumés (2026).

What this means

People in this database role work most heavily with core database skills, which show up on nearly all résumés, and databases more broadly appear on a large share as well. A smaller share bring more specific strengths like designing databases, working with SQL Server databases, gathering client requirements, managing product lifecycle, or running sprints. Together this points to hands-on work building, maintaining, and shaping database systems. The career paths here are fairly clear. Most who move on step into database administrator roles, while a smaller number shift toward IT administrator, remote database administrator, Blackboard administrator, or Perl programmer work. Many arrive from database administrator backgrounds, and others come from office manager, programmer, or technical consultant roles.

AI summary · grounded only in the real data above · never invents a number

Skill fingerprint

ranked by distinctiveness

The skills that most define this role, more common here than across all résumés. The bar shows how distinctive; the % is how many people in the role have it.

product lifecycle

136.8×

2% · N=5

designing database

97.7×

2% · N=5

client requirements

60.4×

2% · N=5

sprints

60.4×

2% · N=5

sql server databases

41.9×

2% · N=5

databases

10.2×

39% · N=92

database

5.4×

92% · N=219

database administrator

10.9×

6% · N=13

database architecture

14.0×

2% · N=5

computer science

5.7×

17% · N=40

spreadsheets

13.8×

1% · N=3

storage

7.4×

5% · N=12

tuning

10.5×

2% · N=4

data

3.3×

77% · N=182

performance

3.4×

55% · N=130

Where people go next

Real onward moves from dated work history.

database administrator23% · N=9 blackboard administrator8% · N=3 it administrator8% · N=3 remote database administrator8% · N=3 perl programmer8% · N=3 developer8% · N=3 production application specialist8% · N=3 division cybersecurity analyst8% · N=3

Where people come from

The roles that feed into this one.

database administrator1% · N=12 office manager4% · N=3 programmer1% · N=3 technical consultant4% · N=3

Common questions

Straight answers, every one backed by the real counts on this page.

What skills does a Database need?

In 237 real résumés for this role, the most defining skills are Product Lifecycle (2% have it), Designing Database (2% have it), Client Requirements (2% have it), Sprints (2% have it), Sql Server Databases (2% have it). These are the skills that separate this role from the rest of the workforce.

What do people in Database roles move on to next?

From real dated work history, the most common next roles are Database Administrator (23% of moves, N=9), Blackboard Administrator (8% of moves, N=3), It Administrator (8% of moves, N=3).

What roles lead into Database?

The roles that most often feed into this one are Database Administrator (1% of arrivals, N=12), Office Manager (4% of arrivals, N=3), Programmer (1% of arrivals, N=3).

Does this page show Database salary?

No. Résumés do not carry pay, so Futureful holds no compensation data for this role and never invents a dollar figure. Every statistic here is a skill or career-move count backed by real résumés.

Where does this data come from?

The Futureful Career Atlas is built from 102,822 real US résumés, aggregated with no personal data. 237 of them are Database résumés. Every number on this page is a count of real people, and thin pages are kept out of search. Full method: futureful.app/careers/methodology.

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