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GCRI · آیندهٔ کار و مهارت‌ها

روش‌های داده و فنی

The public technical tools of Future of Work and Skills: the models and data behind them, how to reproduce a view and the uncertainty it carries.

01فضای کار

The workspace for data and technical methods.

Pipeline

Data and technical methods · Workspace WS-60 · Example interface, not a record

One stage waitingGCRI · آیندهٔ کار و مهارت‌ها

Stages

  1. Ingest4 منبع
  2. اعتبارسنجیschema · licence
  3. Transformversioned
  4. مدلاقتصاد
  5. آزمونheld-out
  6. Releasewith limits

مصنوعات

Labour force surveyv5.3برای بررسیSURVEY
Vacancy datav4.5بازمشاهده‌شده
Occupation task databasev5.7بازDERIVED
Training recordsv3.1بازگزارش‌شده

Compute quota

share used vs alert level

CPU hours54 used of 80 used limitStorage31 used of 90 used limitGPU hours45 used of 70 used limit
Pipeline.رابط تصویری؛ داده‌های زنده نیست.

Future of Work and Skills · Pipeline. Pipeline: example names and illustrative values, not a record.

02ابزارها

What is published here.

نقشه‌ها

نقشه‌های منتشرشده

Open the released maps

مدل‌ها

Reviewed models and scenarios

Open the reviewed models

Scenarios

Sector scenarios

Open the sector scenarios

03Fitness for purpose

What every work and skills tool should state about itself.

Work and skills tools serve labour ministries, employers’ and workers’ organisations and training providers. A specialist checks the occupation taxonomy, the exposure method and the coverage of informal work. Tools rest on econometrics and AI and support the automation and jobs and labour market change topics. Exposure scores are published with the task data they rest on, so users can rerun them with a national taxonomy.

  • Occupation taxonomy used.
  • Exposure method.
  • Coverage of informal work.
04فرایند

نحوهٔ اجرای فرایند.

Process explorer · Process

Data and technical methods: Layers to published map

7 steps4 مرحله1 gate

فرایند

Data and technical methods: Layers to published map

Layers enter with their rights, are aligned, analysed and checked for uncertainty, then released after public-safe review; a map is a governed spatial claim.

  1. 01 Data

    1. 01Source layers with their rightsDataset · NXS-GRX (canonical data, provenance and risk)Spatial views of The Global Risks Index (NXS-GRX) products sit under the boundary licence gate. Rights classification sets how a layer may be used.
  2. 02 هماهنگ‌سازی

    1. 02Coordinate reference and boundary versionسابقه · NXS-EOP (earth observation and digital twins)The area of interest preserves its coordinate reference system, polygon validity and observation support. Boundary versions are kept.
    2. 03Harmonise units, variables and timeگامUnit metadata, conversion records and transformation logs are required. Alignment is an evidence event, not hidden preprocessing.
  3. 03 Analyse and check

    1. 04Analyse with a recorded processing recipeModel · GIS teamA processing recipe records parameters, calibration, inputs and output lineage. The analysis methods are named in each product’s own record.
    2. 05Spatial uncertainty checkدروازهSpatial uncertainty is recorded and affects downstream use. A high-uncertainty polygon may suit internal review, not public-safe release.
  4. 04 انتشار

    1. 06Spatial metadata bundleسابقهThe bundle records boundary type, jurisdiction, geometry version, projection, resolution, source, time window, uncertainty and access class.
    2. 07Public-safe release of the mapتصمیمThe output record names the redactions, uncertainty and public-safe reviewer. A map is a governed spatial claim, never merely a picture.

Spatio-temporal intelligence · Data protocols: semantic, jurisdictional and temporal intelligence · NXS-EOPDesigned programme process, not a record of operation. No cycle has run and every programme is at service level R0. A gate is a programme decision, never a public-authority approval, certification or deployment authorisation. The pages cited are design doctrine.

05Build environment

Working with the tools.

Analysis runs in ⁨Foundry⁩ for authorised projects. Public pages show released views only, each with its time and space reference and its rights.

06منابع

Where this page’s references lead.

نهادها و اسنادی که این صفحه بر پایهٔ آن‌ها خوانده می‌شود. وضعیت و ویراست‌ها تغییر می‌کنند؛ هر پیوند به نهاد صادرکننده می‌رود.

07صفحه‌ها

Pages in Data and technical methods.

08پرسش‌ها

پرسش و پاسخ.

Can I use the data?
Each released view states its licence and terms. Data that is not released is not available through these pages.
گزارش‌هامشارکت

شواهد را از همین صفحه ارسال کنید.

گزارش‌ها is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

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