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V Skill HF-D7.7-002 transversal 12 kompetenser

Prompting and task delegation to AI

Divides work between person and AI system, formulates task, context and required output format and adjusts based on the output.

Hur hrmforce mäter detta

Bedömningsmetod
Work sample test · rho 0.33 (SD 0.09)
hrmforce instrument
Work sample test, Portfolio
Utbildningsbarhet
high
Prognos för efterfrågan 2026–2030
rising

The candidate performs a representative work sample under standardised conditions.

Beteendeankare

NivåBeteende på denna nivå
N1 Guided Gives an AI tool a single task with a clear question and required format and uses the result after checking it.
works under supervision and follows instruction · routine, one variable at a time · own task
N3 Proficient Splits a work task into steps, decides which step AI does and which not and improves the instruction based on outcomes.
sets own approach and seeks input proactively · several variables, some ambiguity · own team or process
N5 Leading Develops organisation wide practices for dividing tasks with AI and trains others in effective and responsible instruction giving.
sets the standard and the policy · strategic, under high uncertainty · organisation, value chain or profession

N2 och N4 är medvetet inte förankrade. Bedömarna placerar dem mellan förankringarna, i enlighet med konventionen O*NET.

Grundläggande kompetenser

Dessa kompetenser ärver bedömningsvägen och beteendeankarna för detta konstrukt.

TKompetensDefinitionPrognos för efterfrågan 2026–2030
V Prompting
Prompting · Prompt engineering
Formulates an instruction to an AI system with goal, audience, format and constraints so the output is usable. rising
V Designing a system prompt
System prompt
Writes fixed instructions for role, tone, limits and output format that apply to every conversation of an assistant. rising
V Supplying context
Context provision
Adds the right documents, data and background so the model does not have to rely on general knowledge. rising
V Providing examples in a prompt
Few shot prompting
Shows the desired result with one or a few examples so format and tone are followed consistently. rising
V Enforcing an output format
Structured output
Requests output in a fixed structure such as a table, list or json and checks that the structure holds. rising
V Delegating a task to AI
Task delegation to AI
Determines which part of a task goes to an AI system, which part stays human work and where the check sits. rising
V Breaking a task down for AI
Task decomposition
Splits a large assignment into smaller steps with intermediate results that can be checked separately. rising
V Iteratively steering on output
Iterative prompting
Improves the result in rounds by pointing out specifically what is missing, excessive or needs changing. rising
V Managing a prompt library
Prompt library
Stores, versions and shares proven prompts with usage notes so colleagues can reuse them. rising
V Using an AI assistant in a workflow
AI in workflow
Uses an assistant at fixed moments in a work process and agrees what happens with the output. rising
T ChatGPT
ChatGPT
Uses ChatGPT for text, analysis and document work with projects, custom instructions and file attachments. rising
T Microsoft Copilot
Microsoft Copilot
Uses Copilot within Microsoft 365 to summarise and draft documents, mail and meetings. rising
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