Jobs & Talent · Source published 5 October 2026
Research signal
Workday’s 5 October 2026 report described falling demand for basic AI skills and rising demand for hands-on AI capabilities in its analysed recruiting data.
Source: Workday — October 2026 Global Workforce Report · 5 October 2026.
Event Systematic perspective
The implication for a hiring brief is to specify what the person must deliver. Building a workflow, maintaining it and judging its outputs are different from knowing how to ask a chatbot a question. The role should make the required level of responsibility clear.
For a practical assessment, give candidates a small process with an ambiguous input and a failure case. Ask them to explain the proposed workflow, what they would automate and how they would check it. A credible answer includes limitations and recovery, not only a polished demonstration. The result should be evaluated against the job’s actual needs rather than the number of tools mentioned.
Put it into practice
- Define a work outcome and acceptance criteria before advertising AI requirements.
- Test verification, documentation and exception handling as well as creation.
- Provide development routes for employees whose current roles are changing.
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