See where talent demand is moving.
Talent Demand Analyzer converts observed job-market evidence into structured intelligence across skills, roles, technologies, industries, and locations.
Observed hiring signals from covered sources—not a complete labour-market total, forecast, or shortage measure.
Current publication
Approved snapshot 2026-W43-GLOBAL_PUBLIC-20261026133005409
- Data through
- 2026-W43 · 26 Oct 2026
- Observed Jobs
- 6,616
- Sources
- 75
Latest governed publication
What changed in observed demand?
Immutable publication totals and recent movement describe covered observations; they are not forecasts or total-market growth measures.
2026-W42 → 2026-W43
- Observed jobs
- 6,616
- Up 5,895 · 817.6%
- Employers
- 75
- Up 34 · 82.9%
- Sources
- 75
- Up 34 · 82.9%
- Skills
- 88
- Up 50 · 131.6%
- Technologies
- 22
- Up 16 · 266.7%
Observed weekly volume changed materially from the previous publication. Weekly totals reflect postings observed within covered employers and may vary with hiring activity and source composition.
Recent movement
Mover categories describe latest-versus-previous completed-week change.
- Artificial Intelligence increased across multiple published demand measures.
- Software Engineering is newly gaining support across completed observations.
- Java decreased across multiple published demand measures.
Learning opportunity signals
Learning relevance is distinct from recent movement and remains a demand-side interpretation.
Strong learning attention
Artificial IntelligenceDemand is strengthening across multiple employers and may merit additional curriculum or training attention.
Strong learning attention
Machine LearningDemand is strengthening across multiple employers and may merit additional curriculum or training attention.
Strong learning attention
Business DevelopmentDemand is strengthening across multiple employers and may merit additional curriculum or training attention.
Strong learning attention
ResearchDemand is strengthening across multiple employers and may merit additional curriculum or training attention.
Published market pulse
Observed demand, with its context intact
One approved, deduplicated weekly snapshot—not a live count of every vacancy in the labour market.
Observed Jobs
6,616
Employers
75
Sources
75
Countries represented
3
Skills observed
88
Technologies observed
22
- Data through
- 2026-W43 · 26 Oct 2026
- Calculated
- 26 Oct 2026
- Published
- 26 Oct 2026
Canonical demand
In-Demand Skills
Highest observed demand by unique canonical jobs in this published period—not a recommendation or forecast.
Technology demand
Technologies in Demand
Published technology concepts ranked by observed canonical job demand.
Industry demand
Demand by Industry
Share of eligible observed jobs in this published scope with a resolved industry—not economy-wide employment or vacancy share.
Work direction
What Employers Are Hiring People To Do
Published work functions describe the activities signalled by job evidence. One job may contain several functions, so function totals can exceed observed jobs.
Historical interpretation
Observed Market Signals
A balanced selection of support-qualified signals from completed weekly history. These states describe observed movement; they are not forecasts.
GEO
DE
Observed demand growth strengthened over recent completed weekly periods.
- Jobs
- 327
- Share
- 4.9%
- Signal confidence
- 93%
GEO
CH
Observed demand has remained persistent across the measured history.
- Jobs
- 52
- Share
- 0.8%
- Signal confidence
- 91%
GEO
Munich
Observed demand varies materially between completed weekly periods.
- Jobs
- 68
- Share
- 1%
- Signal confidence
- 89%
ROLE
Architect
Observed demand has remained persistent across the measured history.
- Jobs
- 23
- Share
- 0.3%
- Signal confidence
- 91%
GEO
Bavaria
Observed demand varies materially between completed weekly periods.
- Jobs
- 68
- Share
- 1%
- Signal confidence
- 89%
GEO
AT
Observed demand varies materially between completed weekly periods.
- Jobs
- 16
- Share
- 0.2%
- Signal confidence
- 89%
INDUSTRY
MEDTECH_HEALTH
Observed demand varies materially between completed weekly periods.
- Jobs
- 271
- Share
- 4.1%
- Signal confidence
- 89%
WORK FUNCTION
Marketing
Observed demand varies materially between completed weekly periods.
- Jobs
- 140
- Share
- 2.1%
- Signal confidence
- 89%
Understand the coverage
Published evidence, not a total-market claim.
Observed job-ad coverage from 75 source(s); not a complete labour-market total.
Talent Demand Analyzer measures observed hiring signals from currently covered sources. It does not represent every vacancy or measure worker supply.
Read the public methodologyPublication context
- Data through
- 2026-W43 · 26 Oct 2026
- Observed Jobs
- 6,616
- Sources
- 75
- Analytics method
- TDA_ANALYTICS_V1
- Trend method
- TDA_TREND_V1
- Countries represented
- DE, CH, AT
Talent intelligence products
What TDA can help you understand
Move from individual dimensions to explainable hiring evidence, breadth, and cross-market context.
Built for better questions
One evidence layer, many perspectives
Published demand intelligence can support exploration and planning without pretending that job advertisements answer every workforce question.
Students
Understand which skills, tools, and roles employers are asking for.
Universities
Compare curriculum themes with observed market requirements.
Recruiters
Track role and capability demand across covered markets.
Consultants
Use structured hiring signals as evidence for market analysis.
Employers
Understand capability patterns and published technology demand.
Workforce analysts
Inspect transparent demand and coverage signals without shortage claims.
Trust is part of the product.
Canonical deduplication, weekly aggregation, versioned trend methods, and explicit publication snapshots keep processing state away from public metrics.
Explore the methodologyPublic evidence principles
- Published snapshots stay separate from processing state
- Demand share uses explicit weekly denominators
- Trend words describe observed history—not future outcomes
- Coverage and freshness remain visible
Explore the evidence
Move from headline metrics to transparent context.
Review published demand now, then see how canonical jobs, coverage, and trend states are defined.