SkillsForge
SkillsForge · Japan Talent-Market Observatory

AI will reshape the work.
See exactly which work — task by task.

SkillsForge deconstructs Japan’s finance, technology and HR markets into 362 live job postings, 3,058 tasks and 1,752 skills.
Turn evidence into decisions: Buy, Build, Borrow, or Bot.

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Skills to build, by investment quality

live from today’s corpus

Size = market demand (across roles) · color = investment type · number = quality score.

Data validation82 demandEnduring10.0scenario modeling14 demandEnduring8.5Exception managem…10 demandEnduring8.5candidate expe…4 demand8.0Risk assessmen…3 demand8.0escalation w…3 demand7.0learning exp…3 demand7.0data inte…2 demand8.0customer …2 demand8.0crisis commun…2 demand7.0Conflict reso…2 demand7.0
AdaptiveEnduringQuick dividendSolid investmentCommoditytile number = investment-quality score (provisional, 0–10)
BuyhireBring in proven capability.
Borrowinterim / MSPAccess expertise on demand.
BuildL&D / reskillGrow skills that compound.
Botautomate with AILet AI handle the repetitive.
Live job postings tracked
0
currently open
Role families
0
frozen taxonomy — trackable over time
Tasks scored for AI exposure
0
across the corpus
Skills mapped
0
behind the tasks

Refreshed twice a month from Japan’s live job market — finance · technology · HR.

Choose your seat. Act with confidence.

Talent Acquisition

Your hardest hires, ranked

Which roles are genuinely scarce right now, who you're competing with for them — and when hiring is the wrong lever entirely.

Explore hiring insights →
Talent Management & L&D

A build agenda worth funding

Skills ranked by investment quality: the durable ones worth building, the fast-decaying ones worth renting, and the commodities worth skipping.

Explore skills map →
HR Directors

The whole portfolio, one view

Every role's Buy / Build / Borrow / Bot read side by side — and which single system investment unlocks the most AI value across the function.

Explore portfolio view →

Evidence that drives better decisions

From hiring difficulty to skills investment and workforce planning — see the signals that matter.

Hiring difficulty

See which roles are hardest to hire and where competition is highest.

73%
of live postings sit open 2+ weeks

Skills investment

Focus on skills with high demand and high investment quality.

Data validation10.0
scenario modeling8.5
Exception management8.5
candidate experience design8.0
investment-quality score (provisional, 0–10)

Workforce planning

Model readiness and exposure to plan skills and reskilling.

Avg role readiness
32%
market staleness trend

Methodology in the open

The analytical machinery follows published frameworks — Reinventing Jobs (Jesuthasan & Boudreau), The Skills-Powered Organization(Jesuthasan & Kapilashrami) and the SHRM BASK — applied to live Japanese market data. The full methodology, source attribution and data lineage sit one click away inside, because a recommendation you can't interrogate is just an opinion.

The market is already moving. See it.

362 live postings say more about AI's trajectory in Japan than any forecast. Sign in and read them the way your workforce plan needs.