V Skill HF-D7.2-005 cross-sector 11 skills
Reporting and dashboard building
Builds recurring reports and dashboards that show the right indicators for an agreed audience and keeps their definitions up to date.
How hrmforce measures this
- Assessment method
- Work sample test · rho 0.33 (SD 0.09)
- hrmforce instrument
- Work sample test, Portfolio
- Competency (50-framework)
- Progress monitoring
- Trainability
- high
- Demand outlook 2026 to 2030
- rising
The candidate performs a representative work sample under standardised conditions.
Behavioural anchors
| Level | Behaviour at this level |
|---|---|
| N1 Guided | Fills an existing dashboard or report template with current figures and checks the display for errors. works under supervision and follows instruction · routine, one variable at a time · own task |
| N3 Proficient | Designs a dashboard together with the user, chooses indicators and definitions and processes user feedback into new versions. sets own approach and seeks input proactively · several variables, some ambiguity · own team or process |
| N5 Leading | Determines which management information the organisation uses and keeps definitions unambiguous across all reporting. sets the standard and the policy · strategic, under high uncertainty · organisation, value chain or profession |
N2 and N4 are deliberately not anchored. Raters place them between the anchors, following the O*NET convention.
Underlying skills
These skills inherit the assessment route and the behavioural anchors of this construct.
| T | Skill | Definition | Demand outlook 2026 to 2030 |
|---|---|---|---|
| T | Power BI Power BI | Builds Power BI reports with a data model, measures, filters and publication to a workspace. | rising |
| T | Tableau Tableau | Builds worksheets and dashboards in Tableau with calculated fields, filters and publication to a server. | stable |
| T | Looker Studio Looker Studio | Builds Looker Studio reports based on connected sources and shares them with a defined group. | stable |
| T | Qlik Sense Qlik Sense | Builds apps and visualisations in Qlik Sense with an associative data model and selections across sheets. | stable |
| V | Dashboard design Dashboard design | Designs dashboard layout around the user decision and deliberately limits the number of visuals. | rising |
| V | Defining a KPI KPI definition | Records numerator, denominator, measurement moment, source and owner of a performance indicator unambiguously. | rising |
| V | Managing report definitions Metric definitions | Maintains a central list of indicator definitions, versions and changes so figures stay comparable. | rising |
| V | Building a reporting data model Reporting data model | Connects tables in a reporting model with relationships, hierarchies and a date table for time comparisons. | rising |
| V | Automating a report Report automation | Sets up automatic refresh, distribution and failure alerts so a report stays current without manual work. | rising |
| V | Improving report performance Report performance | Speeds up a slow report by adjusting model, measures, filters and data volume in a targeted way. | rising |
| V | Matching audience and report format Audience analysis | Matches content, level of detail and format of a report to the decision and level of the recipient. | stable |