implementation jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-09-30, implementation appears in 319 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning implementation, with demand share up 1.4% vs the prior 4 weeks.

Last updated · 90d ending 2026-09-30

Postings · last 90 days
319
Demand vs prior month
up 1.4% vs the prior 4 weeks
Top role · 10.3% of skill postings
Top hiring metro
San Francisco

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Frequently asked questions about implementation

+Is implementation in demand in 2026?

Yes. implementation appears in 319 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning implementation (10.3% of all postings mentioning implementation).

+What jobs require implementation?

According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning implementation are AI Program Manager (5.0% of that role’s postings mention implementation), Enterprise Solutions Architect (5.0% of that role’s postings mention implementation), Platform Product Manager (5.0% of that role’s postings mention implementation).

+What skills are commonly paired with implementation?

Across job postings indexed by Skillenai (90 days ending 2026-09-30), implementation most often appears alongside testing, Integration, architecture, design, project management.

+Where is implementation most in demand?

As of 2026-09-30, the metro areas posting the most jobs requiring implementation are San Francisco, New York City, London, Washington, Bengaluru, according to the Skillenai jobs index.

+How can I keep up with new implementation content and jobs?

Skillenai indexes news, blog posts, and research papers mentioning implementation alongside the jobs index. You can subscribe to a daily email digest of new implementation content from your Skillenai account.

+Which skills come before and after implementation?

The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.

Weekly indexed postings requiring implementation — last 90 days

Salary distribution

Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized

Career paths around implementation

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before implementation

Before implementationtroubleshooting → implementation: 3 observed employer moves with this skill pairdevelopment → implementation: 3 observed employer moves with this skill pairGit → implementation: 3 observed employer moves with this skill pairagile methodology → implementation: 3 observed employer moves with this skill pairclient meetings → implementation: 3 observed employer moves with this skill pairJavaScript → implementation: 3 observed employer moves with this skill pairreporting → implementation: 3 observed employer moves with this skill pairProject Manager → implementation: 2 observed employer moves with this skill pairimplementati…troubleshooting: 3 movestroubleshooting3 movesdevelopment: 3 movesdevelopment3 movesGit: 3 movesGit3 movesagile methodology: 3 movesagile methodology3 movesclient meetings: 3 movesclient meetings3 movesJavaScript: 3 movesJavaScript3 movesreporting: 3 movesreporting3 movesProject Manager: 2 movesProject Manager2 moves

Skills after implementation

After implementationimplementation → testing: 6 observed employer moves with this skill pairimplementation → JavaScript: 4 observed employer moves with this skill pairimplementation → support: 4 observed employer moves with this skill pairimplementation → data pipelines: 3 observed employer moves with this skill pairimplementation → user stories: 3 observed employer moves with this skill pairimplementation → sales: 3 observed employer moves with this skill pairimplementation → design: 3 observed employer moves with this skill pairimplementation → HTML: 3 observed employer moves with this skill pairimplementati…testing: 6 movestesting6 movesJavaScript: 4 movesJavaScript4 movessupport: 4 movessupport4 movesdata pipelines: 3 movesdata pipelines3 movesuser stories: 3 movesuser stories3 movessales: 3 movessales3 movesdesign: 3 movesdesign3 movesHTML: 3 movesHTML3 moves
How to read this chart · view counts

Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.

The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.

Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.

Observed connections and move counts
ConnectionMoves
Before: troubleshooting3
Before: development3
Before: Git3
Before: agile methodology3
Before: client meetings3
Before: JavaScript3
Before: reporting3
Before: Project Manager2
After: testing6
After: JavaScript4
After: support4
After: data pipelines3
After: user stories3
After: sales3
After: design3
After: HTML3

Roles most likely to require implementation

Among roles with at least 20 postings in the same period.

RolePostings mentioning skill% of role postings mentioning skill
AI Program Manager25.0%
Enterprise Solutions Architect15.0%
Platform Product Manager15.0%
Actuarial Analyst14.8%
Data Business Analyst14.2%
Implementation Engineer24.1%
Engagement Manager23.9%
AI Transformation Lead23.8%
AI Tech Consultant13.3%
Customer Engineer43.1%

Roles with the most implementation postings

RolePostings mentioning skillShare of skill postings
Software Engineer3310.3%
Product Manager237.2%
Business Analyst206.3%
Solution Architect134.1%
Solutions Architect134.1%
Engineering Manager103.1%
Systems Engineer92.8%
Program Manager82.5%
Technical Program Manager61.9%
Product Owner51.6%

Top companies posting jobs requiring implementation

Employers ranked by indexed job postings in the last 90 days.

Top companies posting jobs requiring implementation
CompanyPostings · 90 days
Notion7
Northrop Grumman6
Wf4
Dmcengineering20244
General Dynamics Information Technology4
Cloudflare4
ProSidian Consulting3
Mastercard3
METRO/MAKRO3
Lightspeed3

Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.

Top metros hiring for implementation

NamePostingsShare
San Francisco144.4%
New York City123.8%
London82.5%
Washington82.5%
Bengaluru61.9%
Chicago61.9%
Dublin51.6%
Tokyo41.3%
Austin30.9%

Skills commonly paired with implementation

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How this was computed

Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning implementation by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s implementation postings by all implementation postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). Adjusted posting share: 0.1% to 0.1%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.

source
Skillenai jobs index, deduplicated daily
entity_id
372ffb41e1760856
data_as_of
2026-09-30
window_days
90
Hiring engineers who use implementation?

The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.

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Compiled by Jared Rand · Data sourced from the Skillenai labor market index