Software & IT

programmer analyst

Name: Programmer Analyst skill & career-path data
Creator: Futureful

Learned from 18 real résumés for this role.

Across 18 real U.S. résumés for a programmer analyst, the most distinctive skills are New Technology Research, Clinical Trials and Microsoft Access Databases — each far more common in this role than across all résumés. This is the real skill fingerprint, learned from résumés, not a job description.

New Technology Research: 17% have it · 1801.8× vs average
Clinical Trials: 17% have it · 1351.3× vs average
Microsoft Access Databases: 17% have it · 1351.3× vs average

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

What this means

Programmer analysts in this group bring a broad technical toolkit. Across the 18 résumés, a smaller share highlighted skills like new technology research, Java core, Microsoft Access databases, implementation support, problem diagnosis, and clinical trials, with three résumés each. This mix suggests a role that blends software development, database work, and hands-on troubleshooting across different business settings. The career paths here are well documented. Many people move into Java developer roles, and others step into database administrator, software engineer, or systems analyst positions. Feeders into this role include application developers, contractors, graduate assistants, and information systems officers and specialists, showing several routes in.

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.

new technology research

1801.8×

17% · N=3

clinical trials

1351.3×

17% · N=3

microsoft access databases

1351.3×

17% · N=3

java core

1351.3×

17% · N=3

implementation support

1247.4×

17% · N=3

problem diagnosis

1081.1×

17% · N=3

marketing campaign

705.0×

17% · N=3

windows xp professional

648.6×

17% · N=3

software issues

415.8×

17% · N=3

drupal 8

405.4×

17% · N=3

sql server databases

330.9×

17% · N=3

unix scripting

324.3×

17% · N=3

sdlc methodology

300.3×

17% · N=3

pvcs

284.5×

17% · N=3

oracle pl/sql

284.5×

17% · N=3

Where people go next

Real onward moves from dated work history.

java developer14% · N=27 database administrator7% · N=12 java7% · N=12 software engineer5% · N=9 systems analyst3% · N=6 python developer3% · N=6 database analyst2% · N=3 computer support specialist2% · N=3

Where people come from

The roles that feed into this one.

application developer5% · N=6 contractor2% · N=3 graduate assistant9% · N=3 information systems officer33% · N=3 information systems specialist20% · N=3 quality assurance analyst7% · N=3 senior programmer4% · N=3 sql server developer8% · N=3

Common questions

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

What skills does a Programmer Analyst need?

In 18 real résumés for this role, the most defining skills are New Technology Research (17% have it), Clinical Trials (17% have it), Microsoft Access Databases (17% have it), Java Core (17% have it), Implementation Support (17% have it). These are the skills that separate this role from the rest of the workforce.

What do people in Programmer Analyst roles move on to next?

From real dated work history, the most common next roles are Java Developer (14% of moves, N=27), Database Administrator (7% of moves, N=12), Java (7% of moves, N=12).

What roles lead into Programmer Analyst?

The roles that most often feed into this one are Application Developer (5% of arrivals, N=6), Contractor (2% of arrivals, N=3), Graduate Assistant (9% of arrivals, N=3).

Does this page show Programmer Analyst 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. 18 of them are Programmer Analyst 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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