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Career Guidance Attitudes and Values attitudes A1.12 - manage quality A1.12.1 - assure quality of processes and products Define data quality criteria
Description
Specify the criteria by which data quality is measured for business purposes, such as inconsistencies, incompleteness, usability for purpose and accuracy.
Occupations requiring this skill
This section is generated automatically.
Skill demand overview
- Essential in 9 occupations
- Optional in 3 occupations
- Total: 12 occupations
- Most common in: ISCO major group 7 (Craft and related trades workers)
Essential for
- Engineered wood board graderEngineered wood board graders inspect finished engineered wood products for quality issues such as incomplete gluing, warping or blemishing. They also test load bearing qualities o…
- Pulp graderPulp graders grade paper pulp based on a number of possible criteria, such as pulping process, raw materials, bleaching methods, yield, and fibre length. Other titles The following…
- Data quality specialistData quality specialists review organisation's data for accuracy, recommend enhancements to record systems and data acquisition processes and assess referential and historical inte…
- Textile quality inspectorTextile quality inspectors ensure that the manufactured of textile products is compliant with predetermined specifications. Other titles The following job titles also refer to…
- Lumber graderLumber graders inspect lumber, or wood cut into planks. They test the lumber, look for irregularities and grade the wood based on quality and desirability of the pattern. Other…
- Metal product quality control inspectorMetal product quality control inspectors perform preventive and operational quality control on the metal products. They examine the materials at various stages to make sure it conf…
- Product graderProduct graders perform preventive and operational quality control on products and resources. They inspect, grade and evaluate the materials at various stages to make sure it confo…
- Data analystData 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…
- Chief data officerChief 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 …
Optional for
- Data scientistData 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…
- Database integratorA database integrator is a skilled IT professional responsible for seamlessly connecting and harmonizing different databases and software systems within an organization. They play …
- ICT quality assurance managerICT 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…
Related skills
- Manage data
- Data quality assessment
- Oversee quality control
- Quality standards
- Perform sample testing
- SPARQL
- LDAP
- Define quality standards
- Manufacturing processes
- XQuery
- N1QL
- Conduct performance tests
Last updated on February 18, 2026
