Skill description
Interpreting information and assigning classifications or labels based on domain-specific knowledge, standards and guidelines to enable data analysis and use.
Guidance notes
This skill is applied in contexts where consistent categorisation of information is required to enable the data to be used reliably and effectively. This may include, but is not limited to, clinical coding, data labelling for machine learning, legal coding/indexing and market research coding.
Activities may include, but are not limited to:
- analysing and interpreting information based on domain-specific knowledge.
- assigning codes, labels or categories based on specific standards, guidelines or frameworks.
- ensuring accuracy and consistency of coding/labelling through quality assurance activities.
- collaborating with subject matter experts to clarify ambiguous cases and improve coding/labelling guidelines.
- providing guidance and training to others on coding/labelling practices.
- contributing to the development and improvement of coding/labelling systems, guidelines and processes.
Level 2Assist
Accurately assigns classifications/labels to low complexity information under supervision.
Understands and applies relevant classification/labelling systems, standards and guidelines.
Participates in quality assurance activities such as peer review or supervisor checks.
Level 3Apply
Independently assigns accurate classifications/labels to a broad range of information.
Interprets complex information and chooses appropriate classifications/labels.
Participates in team quality improvement initiatives.
Advises and guides others on classification/labelling practices.
Level 4Enable
Assigns classifications/labels to highly complex information.
Performs quality assurance checks on the work of others.
Investigates and corrects complex classification/labelling errors.
Delivers training to team members.
Contributes to the development of classification/labelling processes and guidelines.
Level 5Ensure, advise
Leads team quality assurance and training for information classification/labelling.
Develops and implements audit methodologies for assessing classification and labelling accuracy and consistency.
Collaborates with subject matter experts to improve source information quality.
Analyses and reports on classification/labelling quality.
Contributes to organisational information classification/labelling strategy.
Level 6Initiate, influence
Sets organisational information classification/labelling standards, policies and procedures.
Designs and oversees quality audit programmes.
Leads strategic interventions to improve information classification/labelling.
Engages with industry bodies and collaborates to define and improve standards and working practices.
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