G-P17 · PROCESS · nationalGCRI dossier · service level R0
GCRIFuture of Work and SkillsIn development
Country applications

Country applications

Country work of Future of Work and Skills, linked to national programmes and the national source register. Country pages show only work that a programme record supports.

Make an enquiry Back to Programmes and projects
Publisher
The Global Centre for Risk and Innovation
Field
Work and skills, Society and human development, Artificial intelligence
Canvas · scoping to reviewDesign, not a record
Country applications: the policy cycleA problem reaches the agenda, options are formulated and appraised, consultation tests them, the mandate holder decides, implementation and monitoring follow, and evaluation feeds the next agenda. Design of the process, not a record of a run.

Fig.A programme from scoping to the owner's decision. Design, not a record.

01In brief

The short answer.

Future of Work and Skills country applications are the national parts of its work on work and skills, each linked to a national programme and the national source register. A country page shows only work that a programme record supports, and the national institutions own the question, the data and the decision.

02Geography

People and exposure in Southeast Asia.

Population density, night-time lights, air quality, heat and floods, framed on Southeast Asia; each layer is a dated NASA product.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

People and exposure

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

Population density, night-time lights, air quality, heat and floods, framed on Southeast Asia.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Natural EarthSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • OMI nitrogen dioxide (Aura) and OMPS aerosol index (Suomi NPP), NASA; distributed by the NASA GES DISC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.

Layers and dates

  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Nitrogen dioxide, lower atmosphere column: OMI Aura, NASA GES DISC · 10 Oct 2026
  • Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026

03Scope

Country applications in Future of Work and Skills.

  1. 01

    Labour market change

    Sector employment and occupational risk.

  2. 02

    Automation and jobs

    AI/robotics impact and job redesign.

  3. 03

    Occupational safety

    Human factors and new work hazards.

  4. 04

    Lifelong learning

    Mid-career transitions and skill maintenance.

  5. 05

    Digital work and platforms

    Remote work, platform labour and new organizations.

  6. 06

    Education to work transition

    Access and professional inclusion.

04National instruments

The national decisions work and skills evidence is prepared for.

InstrumentUsually held byEvidence it needs
Workforce planningLabour ministriesSkills demand scenarios
Training systemsEducation ministriesOutcome data
Social protection for workersSocial ministriesCoverage gaps
05Status

Work is shown as its record stands.

Programmes are listed as exploring, forming, constituted, active, paused or archived. Country and regional entries appear when a programme record supports them.

All programmes in Future of Work and Skills

06Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Country ownershipThe principle that a country leads its own development policies and strategies and coordinates the actions that support them, set out in the Paris Declaration on Aid Effectiveness.
National portfolioThe set of programmes, projects and evidence a country maintains in the Nexus network, each with its owner, status and records.
Country systemsA government's own budget, procurement, financial management and reporting systems, used by donors when they deliver through them.
Just transitionGreening the economy in a way that is fair and inclusive for workers and communities.
07Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

08Questions

Questions and answers.

How do I propose work at this level?
Write to contact@therisk.global or a regional desk. A proposal receives a reference.
Related

Around Future of Work and Skills.

Future of Work and Skills

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