5c03e07ded
Simpler story (slide decks unread -> three-bullet status email), proper Claude-chat look with avatars and bubbles on both sides. Canonical trigger prompt switched to English everywhere (homepage, architecture, both adapter generators rebuilt) - V7 consistency green, all checks pass. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
11 KiB
11 KiB
Competences — Data Scientist
97 competences (63 essential, 34 of 34 optional — cap 40, see DECISIONS D8). Provenance per file, never blurred.
| Competence | Relation | Source | Q&A | Review |
|---|---|---|---|---|
| mathematical modelling | essential | model-knowledge | 0 | |
| data mining | essential | stackexchange | 5 | |
| visual presentation techniques | essential | model-knowledge | 0 | |
| data engineering | essential | model-knowledge | 0 | |
| quantitative analysis | essential | model-knowledge | 0 | |
| data visualisation software | essential | model-knowledge | 0 | |
| statistical modeling techniques | essential | model-knowledge | 0 | |
| information extraction | essential | model-knowledge | 0 | |
| scientific literature | essential | model-knowledge | 0 | |
| statistics | essential | stackexchange | 5 | |
| information categorisation | essential | model-knowledge | 0 | |
| resource description framework query language | essential | model-knowledge | 0 | |
| query languages | essential | model-knowledge | 0 | |
| online analytical processing | essential | model-knowledge | 0 | |
| data ethics | essential | model-knowledge | 0 | |
| data science | essential | model-knowledge | 0 | |
| empirical analysis | essential | model-knowledge | 0 | |
| data models | essential | model-knowledge | 0 | |
| draft scientific or academic papers and technical documentation | essential | model-knowledge | 0 | |
| normalise data | essential | model-knowledge | 0 | |
| manage research data | essential | model-knowledge | 0 | |
| use data processing techniques | essential | model-knowledge | 0 | |
| interpret current data | essential | model-knowledge | 0 | |
| interact professionally in research and professional environments | essential | model-knowledge | 0 | |
| disseminate results to the scientific community | essential | model-knowledge | 0 | |
| operate open source software | essential | model-knowledge | 0 | |
| establish data processes | essential | model-knowledge | 0 | |
| speak different languages | essential | model-knowledge | 0 | |
| execute analytical mathematical calculations | essential | model-knowledge | 0 | |
| evaluate research activities | essential | model-knowledge | 0 | |
| demonstrate disciplinary expertise | essential | model-knowledge | 0 | |
| use databases | essential | stackexchange | 5 | |
| handle data samples | essential | model-knowledge | 0 | |
| increase the impact of science on policy and society | essential | model-knowledge | 0 | |
| manage findable accessible interoperable and reusable data | essential | model-knowledge | 0 | |
| perform scientific research | essential | model-knowledge | 0 | |
| build recommender systems | essential | model-knowledge | 0 | |
| perform data cleansing | essential | model-knowledge | 0 | |
| manage intellectual property rights | essential | stackexchange | 5 | |
| apply for research funding | essential | model-knowledge | 0 | |
| design database scheme | essential | stackexchange | 5 | |
| implement data quality processes | essential | model-knowledge | 0 | |
| collect ICT data | essential | model-knowledge | 0 | |
| apply research ethics and scientific integrity principles in research activities | essential | model-knowledge | 0 | |
| promote open innovation in research | essential | model-knowledge | 0 | |
| publish academic research | essential | model-knowledge | 0 | |
| promote the transfer of knowledge | essential | model-knowledge | 0 | |
| think abstractly | essential | model-knowledge | 0 | |
| mentor individuals | essential | model-knowledge | 0 | |
| manage data collection systems | essential | model-knowledge | 0 | |
| manage personal professional development | essential | stackexchange | 2 | |
| write scientific publications | essential | model-knowledge | 0 | |
| deliver visual presentation of data | essential | model-knowledge | 0 | |
| report analysis results | essential | model-knowledge | 0 | |
| develop professional network with researchers and scientists | essential | model-knowledge | 0 | |
| integrate gender dimension in research | essential | model-knowledge | 0 | |
| perform project management | essential | stackexchange | 5 | |
| manage open publications | essential | model-knowledge | 0 | |
| synthesise information | essential | model-knowledge | 0 | |
| conduct research across disciplines | essential | model-knowledge | 0 | |
| develop data processing applications | essential | model-knowledge | 0 | |
| promote the participation of citizens in scientific and research activities | essential | model-knowledge | 0 | |
| communicate with a non-scientific audience | essential | model-knowledge | 0 | |
| computer simulation | optional | model-knowledge | 0 | |
| marketing analytics | optional | model-knowledge | 0 | |
| business intelligence | optional | model-knowledge | 0 | |
| MDX | optional | model-knowledge | 0 | |
| social network analysis | optional | model-knowledge | 0 | |
| XQuery | optional | model-knowledge | 0 | |
| image recognition | optional | model-knowledge | 0 | |
| scientific computing | optional | model-knowledge | 0 | |
| SPARQL | optional | model-knowledge | 0 | |
| research design | optional | model-knowledge | 0 | |
| digital curation | optional | model-knowledge | 0 | |
| business analytics | optional | model-knowledge | 0 | |
| multidisciplinary research | optional | model-knowledge | 0 | |
| healthcare analytics | optional | model-knowledge | 0 | |
| LDAP | optional | model-knowledge | 0 | |
| unstructured data | optional | model-knowledge | 0 | |
| LINQ | optional | model-knowledge | 0 | |
| data quality assessment | optional | model-knowledge | 0 | |
| state estimation | optional | model-knowledge | 0 | |
| Hadoop | optional | model-knowledge | 0 | |
| computational biology | optional | model-knowledge | 0 | |
| N1QL | optional | model-knowledge | 0 | |
| manage ICT data classification | optional | model-knowledge | 0 | |
| use spreadsheets software | optional | model-knowledge | 0 | |
| perform data mining | optional | model-knowledge | 0 | |
| integrate ICT data | optional | model-knowledge | 0 | |
| teach in academic or vocational contexts | optional | model-knowledge | 0 | |
| manage ICT data architecture | optional | model-knowledge | 0 | |
| define data quality criteria | optional | model-knowledge | 0 | |
| design database in the cloud | optional | model-knowledge | 0 | |
| manage data | optional | model-knowledge | 0 | |
| apply blended learning | optional | model-knowledge | 0 | |
| make data-driven decisions | optional | model-knowledge | 0 | |
| create data models | optional | model-knowledge | 0 |