data scientist
ISCO: 2511. Skills: 97. Essential: 63.
Essential skills
- apply for research funding
- apply research ethics and scientific integrity principles in research activities
- build recommender systems
- collect ICT data
- communicate with a non-scientific audience
- conduct research across disciplines
- data engineering
- data ethics
- data mining
- data models
- data science
- data visualisation software
- deliver visual presentation of data
- demonstrate disciplinary expertise
- design database scheme
- develop data processing applications
- develop professional network with researchers and scientists
- disseminate results to the scientific community
- draft scientific or academic papers and technical documentation
- empirical analysis
- establish data processes
- evaluate research activities
- execute analytical mathematical calculations
- handle data samples
- implement data quality processes
- increase the impact of science on policy and society
- information categorisation
- information extraction
- integrate gender dimension in research
- interact professionally in research and professional environments
- interpret current data
- manage data collection systems
- manage findable accessible interoperable and reusable data
- manage intellectual property rights
- manage open publications
- manage personal professional development
- manage research data
- mathematical modelling
- mentor individuals
- normalise data
- online analytical processing
- operate open source software
- perform data cleansing
- perform project management
- perform scientific research
- promote open innovation in research
- promote the participation of citizens in scientific and research activities
- promote the transfer of knowledge
- publish academic research
- quantitative analysis
- query languages
- report analysis results
- resource description framework query language
- scientific literature
- speak different languages
- statistical modeling techniques
- statistics
- synthesise information
- think abstractly
- use data processing techniques
- use databases
- visual presentation techniques
- write scientific publications
Supporting skills
- apply blended learning
- business analytics
- business intelligence
- computational biology
- computer simulation
- create data models
- data quality assessment
- define data quality criteria
- design database in the cloud
- digital curation
- Hadoop
- healthcare analytics
- image recognition
- integrate ICT data
- LDAP
- LINQ
- make data-driven decisions
- manage data
- manage ICT data architecture
- manage ICT data classification
- marketing analytics
- MDX
- multidisciplinary research
- N1QL
- perform data mining
- research design
- scientific computing
- social network analysis
- SPARQL
- state estimation
- teach in academic or vocational contexts
- unstructured data
- use spreadsheets software
- XQuery