Other

sr.

Name: Sr. skill & career-path data
Creator: Futureful

Learned from 15 real résumés for this role.

Across 15 real U.S. résumés for a sr., the most distinctive skills are Aws Beanstalk, Micro Service Architecture and Java 1.6/1.7 — each far more common in this role than across all résumés. This is the real skill fingerprint, learned from résumés, not a job description.

Aws Beanstalk: 20% have it · 6486.3× vs average
Micro Service Architecture: 20% have it · 6486.3× vs average
Java 1.6/1.7: 20% have it · 6486.3× vs average

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

What this means

This "Sr." role draws on a small but varied set of technical skills. In a group of 15 résumés, a smaller share highlight strengths in Java-based development, including Java /, Spring MVC, and Tomcat. Others point to cloud and architecture work such as AWS Beanstalk, AWS Kinesis, and micro service architecture, while a few list security program management and Cisco switches and routers. The mix suggests a role that blends software engineering, cloud tools, and infrastructure or security responsibilities. Because the dated history here is limited, the career-path evidence for this role is still thin. We do not have reliable data showing which roles people held before stepping into this position, nor where they tended to move afterward.

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.

aws beanstalk

6486.3×

20% · N=3

micro service architecture

6486.3×

20% · N=3

java 1.6/1.7

6486.3×

20% · N=3

spring mvc 4

6486.3×

20% · N=3

tomcat 8.0

6486.3×

20% · N=3

aws kinesis

2162.1×

20% · N=3

security program management

2162.1×

20% · N=3

cisco switches/routers

2162.1×

20% · N=3

data center upgrades

1621.6×

20% · N=3

anti-malware

1297.3×

20% · N=3

change control board

1297.3×

20% · N=3

file integrity monitoring

1297.3×

20% · N=3

cost-effective solutions

1297.3×

20% · N=3

hibernate 5

1081.1×

20% · N=3

technical consultation

1081.1×

20% · N=3

Where people go next

Real onward moves from dated work history.

Not enough dated career history yet to show real next moves for this role.

We show honest gaps instead of guessing.

Where people come from

The roles that feed into this one.

Not enough dated career history yet to show feeder roles.

We show honest gaps instead of guessing.

Common questions

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

What skills does a Sr. need?

In 15 real résumés for this role, the most defining skills are Aws Beanstalk (20% have it), Micro Service Architecture (20% have it), Java 1.6/1.7 (20% have it), Spring Mvc 4 (20% have it), Tomcat 8.0 (20% have it). These are the skills that separate this role from the rest of the workforce.

What do people in Sr. roles move on to next?

Not enough dated career history exists yet for this role to show real next moves, so we say so rather than invent a path.

What roles lead into Sr.?

Not enough dated career history exists yet to show which roles feed into this one, so we show an honest empty state.

Does this page show Sr. 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. 15 of them are Sr. 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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