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Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
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name, description
| name | description |
|---|---|
| demographer | Occupational skill for the role 'demographer' (also: demographers, demography studies scientist, demography scholar, demography scientist, demography studies research scientist, demography analyst). Use when the user asks for typical demographer work such as: typical demographer responsibilities |
Demographer
Demographers study a variety of parameters related with population. They develop, based on their observations, statistical analyses on the evolutions and changes of births, elderly, marriage and divorce, employment, mortality, immigration and related matters.
Core workflow
How to use this skill
- Read references/profile.md for the occupation profile and scope.
- Consult references/tasks.md for the full task and activity inventory.
- Check references/skills.md for essential vs. optional competences.
- Check references/tools.md for the software commonly used in this role.
- See references/ai-skills.md — matched external AI agent skills (per-source attribution).
Key competences (essential)
- apply for research funding
- apply research ethics and scientific integrity principles in research activities
- apply scientific methods
- apply statistical analysis techniques
- communicate with a non-scientific audience
- conduct research across disciplines
- demography
- demonstrate disciplinary expertise
- develop professional network with researchers and scientists
- digital data processing
- disseminate results to the scientific community
- draft scientific or academic papers and technical documentation
- empirical analysis
- evaluate research activities
- execute analytical mathematical calculations
Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/ff656b3a-65a8-4b4f-b04e-9db12936519b), ONET 30.3 (15-2099.00, manual nearest match). See manifest.json for licensing/attribution.*