Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered; SKILL.md with clean intro, full competences, market-driven hot-tech and regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2.6 KiB
2.6 KiB
Competences — biology technician
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/31cc4199-703c-4f8a-9b46-a2070a6d35df).
Essential
- analyse experimental laboratory data (skill/competence)
- apply safety procedures in laboratory (skill/competence)
- apply scientific methods (skill/competence)
- assist in the production of laboratory documentation (skill/competence)
- biology (knowledge)
- calibrate laboratory equipment (skill/competence)
- collect biological data (skill/competence)
- collect samples for analysis (skill/competence)
- computational biology (knowledge)
- cryopreservation (knowledge)
- laboratory equipment (knowledge)
- laboratory techniques (knowledge)
- life sciences (knowledge)
- maintain laboratory equipment (skill/competence)
- manage inventory (skill/competence)
- perform laboratory tests (skill/competence)
- perform scientific research (skill/competence)
- perform stem cell transplantation (skill/competence)
- scientific research methodology (knowledge)
- stem cells (knowledge)
- use laboratory equipment (skill/competence)
- write technical reports (skill/competence)
Optional
- analyse blood samples (skill/competence)
- analyse cell cultures (skill/competence)
- animal welfare legislation (knowledge)
- applied zoology (knowledge)
- biosecurity (knowledge)
- botany (knowledge)
- chemistry (knowledge)
- collect reproductive cells (skill/competence)
- ecology (knowledge)
- environmental legislation (knowledge)
- evolutionary biology (knowledge)
- genomics (knowledge)
- hazardous waste storage (knowledge)
- keep task records (skill/competence)
- label samples (skill/competence)
- maintain freelance database (skill/competence)
- microbiology-bacteriology (knowledge)
- molecular biology (knowledge)
- monitor the welfare of animals (skill/competence)
- oceanography (knowledge)
- pathology (knowledge)
- perform fertility laboratory procedures (skill/competence)
- perform field research (skill/competence)
- pharmacology (knowledge)
- pollution prevention (knowledge)
- prepare visual data (skill/competence)
- preserve samples (skill/competence)
- virology (knowledge)
- write research proposals (skill/competence)
Market evidence (job-ad analysis, 25 ads, as of 2026-07-09)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
Hard skills
- data analysis — 24 %
Responsibilities
- reagent preparation — 24 %