124 lines
5.0 KiB
Markdown
124 lines
5.0 KiB
Markdown
# Competences — biometrician
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Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/b0f3f595-4965-4f13-ba5c-f6049b62469f).
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## Essential
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- **apply for research funding** (skill/competence)
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- **apply research ethics and scientific integrity principles in research activities** (skill/competence)
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- **apply statistical analysis techniques** (skill/competence)
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- **biometrics** (knowledge)
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- **communicate with a non-scientific audience** (skill/competence)
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- **computational biology** (knowledge)
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- **conduct research across disciplines** (skill/competence)
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- **data science** (knowledge)
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- **demonstrate disciplinary expertise** (skill/competence)
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- **develop professional network with researchers and scientists** (skill/competence)
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- **develop scientific research protocols** (skill/competence)
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- **disseminate results to the scientific community** (skill/competence)
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- **draft scientific or academic papers and technical documentation** (skill/competence)
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- **evaluate research activities** (skill/competence)
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- **execute analytical mathematical calculations** (skill/competence)
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- **increase the impact of science on policy and society** (skill/competence)
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- **integrate gender dimension in research** (skill/competence)
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- **interact professionally in research and professional environments** (skill/competence)
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- **interpret current data** (skill/competence)
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- **life sciences** (knowledge)
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- **manage findable accessible interoperable and reusable data** (skill/competence)
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- **manage intellectual property rights** (skill/competence)
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- **manage open publications** (skill/competence)
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- **manage personal professional development** (skill/competence)
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- **manage research data** (skill/competence)
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- **mathematics** (knowledge)
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- **mentor individuals** (skill/competence)
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- **multidisciplinary research** (knowledge)
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- **operate open source software** (skill/competence)
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- **perform project management** (skill/competence)
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- **perform scientific research** (skill/competence)
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- **plan research process** (skill/competence)
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- **promote open innovation in research** (skill/competence)
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- **promote the participation of citizens in scientific and research activities** (skill/competence)
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- **promote the transfer of knowledge** (skill/competence)
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- **publish academic research** (skill/competence)
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- **research design** (knowledge)
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- **scientific modelling** (knowledge)
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- **scientific research methodology** (knowledge)
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- **speak different languages** (skill/competence)
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- **statistics** (knowledge)
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- **synthesise information** (skill/competence)
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- **think abstractly** (skill/competence)
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- **write scientific publications** (skill/competence)
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## Optional
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- advise on legislative acts (skill/competence)
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- apply blended learning (skill/competence)
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- apply teaching strategies (skill/competence)
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- assess environmental impact (skill/competence)
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- assist in clinical trials (skill/competence)
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- assist scientific research (skill/competence)
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- biology (knowledge)
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- computational chemistry (knowledge)
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- conduct public surveys (skill/competence)
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- contribute to development of biometric systems (skill/competence)
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- create software design (skill/competence)
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- develop scientific theories (skill/competence)
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- develop statistical software (skill/competence)
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- gather experimental data (skill/competence)
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- manage data collection systems (skill/competence)
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- manage database (skill/competence)
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- prepare exercise session (skill/competence)
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- prepare lesson content (skill/competence)
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- prepare visual data (skill/competence)
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- proteomics (knowledge)
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- provide lesson materials (skill/competence)
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- SAS language (knowledge)
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- screen reader (knowledge)
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- statistical analysis system software (knowledge)
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- statistical modeling techniques (knowledge)
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- stem cells (knowledge)
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- teach in academic or vocational contexts (skill/competence)
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- write research proposals (skill/competence)
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- write work-related reports (skill/competence)
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<!-- market-evidence -->
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## Market evidence (job-ad analysis, 17 ads, as of 2026-07-09)
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Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
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### Hard skills
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- computer vision — **41 %**
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- machine learning — **41 %**
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- deepfake detection — **35 %**
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- fraud detection — **35 %**
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- data analysis — **35 %**
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- data science — **35 %**
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- agentic system design — **29 %**
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- biometric systems — **29 %**
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- multimodal ai — **29 %**
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- representation learning — **29 %**
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- biometric analysis — **18 %**
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### Methods
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- large-scale experimentation — **35 %**
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- domain-specific foundation models — **35 %**
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- embedding-based retrieval — **29 %**
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- rapid deployment — **24 %**
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### Responsibilities
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- team leadership — **53 %**
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- stakeholder management — **35 %**
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- fraud detection advancement — **35 %**
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- customer communication — **35 %**
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- model development — **29 %**
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- system architecture — **29 %**
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- technical leadership — **29 %**
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- data science vision definition — **18 %**
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- data science vision ownership — **18 %**
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<!-- market-evidence -->
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