Data quality assessment

Description

The process of revealing data issues using ​quality indicators, measures and metrics in order to plan data cleansing and data enrichment strategies according to data quality criteria.

Occupations requiring this skill

This section is generated automatically.

Skill demand overview
  • Essential in 7 occupations
  • Optional in 11 occupations
  • Total: 18 occupations
  • Most common in: ISCO major group 2 (Professionals)

Essential for

  • 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 …
  • Textile quality inspector
    Textile quality inspectors ensure that the manufactured of textile products is compliant with predetermined specifications. Other titles The following job titles also refer to…
  • Database administrator
    Database administrators test, implement and administer computer databases. They use their expertise in database management systems to plan, coordinate and implement security measur…
  • Statistician
    Statisticians collect, tabulate, and, most importantly, analyse quantitative information coming from a varied array of fields. They interpret and analyse statistical studies on fie…
  • Database developer
    Database developers program, implement and coordinate changes to computer databases based on their expertise in database management systems. Excludes people performing managerial a…
  • 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 sourc…
  • Zoo registrar
    Zoo registrars are responsible for the maintenance of a wide variety of  records relating to animals and their care in zoological collections. This includes both historic and curre…

Optional for

  • 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 underst…
  • Big data archive librarian
    Big data archive librarians classify, catalogue and maintain libraries of digital media. They also evaluate and comply with metadata standards for digital content and update obsole…
  • Market research analyst
    Market research analysts collect the information gathered in the market research and study it to draw conclusions. They define the potential customers of a product, the target grou…
  • Bioinformatics scientist
    A Bioinformatics Scientist is a professional who uses computational techniques and biological data to analyze and interpret complex biological systems. They develop algorithms, sof…
  • Data quality specialist
    Data quality specialists review organisation's data for accuracy, recommend enhancements to record systems and data acquisition processes and assess referential and historical inte…
  • Market research interviewer
    Market research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use inter…
  • 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 distr…
  • Survey enumerator
    Survey enumerators perform interviews and fill in forms in order to collect the data provided by interviewees. They can collect information by phone, mail, personal visits or on th…
  • ICT quality assurance manager
    ICT quality assurance managers are responsible of a team of ICT quality assurance analysts. They establish and operate an ICT quality approach through quality management systems, i…
  • Statistical assistant
    Statistical assistants collect data and use statistical formulas to execute statistical studies and create reports. They create charts, graphs and surveys. Duties A statistical ass…
  • Chief data officer
    Chief data officers manage companies' enterprise-wide data administration and data mining functions. They ensure data are used as a strategic business asset at the executive level …

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