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skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
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
2026-07-09 05:32:49 +02:00

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Markdown

---
name: aquaculture-recirculation-technician
description: "Occupational skill for the role 'aquaculture recirculation technician' (also: technician in aquaculture recirculation, fishery recirculation technician, fish farm recirculation technician). Use when the user asks for typical aquaculture recirculation technician work such as: typical aquaculture recirculation technician responsibilities"
---
# Aquaculture Recirculation Technician
Aquaculture recirculation technicians operate and control the production processes of aquatic organisms in land-based recirculation systems, which utilise water re-use processes and the operation of pumping, aerating, heating, lighting and biofilter equipment as well as backup power systems.
## Core workflow
## How to use this skill
- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
## Key competences (essential)
- animal welfare legislation
- apply fish treatments
- aquatic resources biosecurity
- assessment of risks and threats
- carry out fish disease prevention measures
- collect biological data
- cooperate with colleagues
- draw up risk assessment
- ensure aquaculture personnel health and safety
- fish biology
- fish welfare regulations
- identify risks in aquaculture facilities
- implement fin fish feeding regimes
- interpret scientific data to assess water quality
- maintain recirculation systems
## Hot technologies
- Microsoft Excel
- Microsoft Office software
- Microsoft Word
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/eaba592d-f3f0-4c7d-b7c0-302b7d0212ce), O*NET 30.3 (45-2093.00, manual nearest match). See manifest.json for licensing/attribution.*