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.

Free access in 10 seconds — no forms, no card.

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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)
One finished read · live
Back-Office & AdministrativebotBot — after re-engineering
Realizable 1.8Potential 6.0/10
Readiness 30%

15 live postings · 87% sitting open past two weeks — ceiling, readiness and market assembled into the sourcing call above.

Computed from today’s corpus — every role inside gets this same read.

How we got this read

Five beats, ninety seconds, real data — the same walk that teaches the whole method: tasks → score → skills → ceiling → the read.

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
362
currently open
Role families
29
frozen taxonomy — trackable over time
Tasks scored for AI exposure
3,058
across the corpus
Skills mapped
1,752
behind the tasks

Refreshed weekly from Japan’s live job market — finance · technology · HR. Postings observed from Amazon · Marriott International · Johnson & Johnson · Databricks · Datadog · Morgan Stanley and dozens more employers.

Choose your seat. Act with confidence.

Evidence that drives better decisions

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

Hiring difficulty

Hardest right now: Audit & Compliance — 100% of its live postings sit open 2+ weeks.

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

Environment readiness gates how much of the AI ceiling is realizable today — plan enablement and reskilling from it.

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.

Free, 10 seconds. We receive only your name, photo and email — never your connections or posts, and we never post as you.