Perform data mining

Explore large datasets to reveal patterns using statistics, database systems or artificial intelligence and present the information in a comprehensible way.

Includes activities on big data.

mine data
use model data

skill/competence

sector-specific

Perform data mining is an essential skill of the following occupations:

Information manager: Information managers are responsible for systems that provide information to people. They assure access to the information in different work environments (public or private) based on theoretical principles and hands-on capabilities in storing, retrieving and communicating information.
Data analyst: Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.

Perform data mining is optional for these occupations. This means knowing this skill may be an asset for career advancement if you are in one of these occupations.

Digital forensics expert: Digital forensics experts retrieve and analyse information from computers and other types of data storage devices. They examine digital media that may have been hidden, encrypted or damaged, in a forensic manner with the aim to identify, preserve, recover, analyse and present facts and opinions about the digital information.
Data scientist: Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Database integrator: Database integrators perform integration among different databases. They maintain integration and ensure interoperability.
ICT business analysis manager: ICT business analysis managers identify areas where information system changes are needed to support business plans and monitor the impact in terms of change management. They contribute to the general ICT functional requirements of the business organisation. ICT business analysis managers analyse business needs and translate them into ICT solutions.
ICT research consultant: ICT research consultants perform targeted ICT research and provide a final report to the client. They also use ICT tools to design questionnaires for surveys, analyse the results, write reports, present the results and make recommendations based on the research findings.
ICT information and knowledge manager: ICT information and knowledge managers contribute to the definition of organisational information strategy and apply information and knowledge creation, editing, storage, and distribution policies. They manage the maintenance and evolution of structured and unstructured information. They create digital structures to enable exploitation and optimisation of information and knowledge, manage data analysis and enable business intelligence.
ICT account manager: ICT account managers build business relationships with customers to facilitate the sale of hardware, software, telecommunications or ICT services. They also identify opportunities and manage sourcing and delivery of products to customers. They achieve sales targets and maintain profitability.
ICT research manager: ICT research managers plan, manage and monitor research activities and evaluate emerging trends in the information and communication technology field to assess their relevance. They also design and oversee staff training on the use of new technology and recommend ways to implement new products and solutions that will maximise benefits for the organisation.
Database developer: Database developers program, implement and coordinate changes to computer databases based on their expertise of database management systems.
3D modeller: 3D modellers design 3D models of objects, virtual environments, layouts, characters, and 3D virtual animated agents.
Computer scientist: Computer scientists conduct research in computer and information science, directed toward greater knowledge and understanding of fundamental aspects of ICT phenomena. They write research reports and proposals. Computer scientists also invent and design new approaches to computing technology, find innovative uses for existing technology and studies and solve complex problems in computing.

References

1. Perform data mining – ESCO