Skills Framework
SFIA skills and AI displacement — what UK digital professionals need to know
How the SFIA Skills Framework maps to AI displacement risk for UK public sector, NHS, MOD, and enterprise professionals in 2026.
What is SFIA and who uses it
The Skills Framework for the Information Age (SFIA) is the global skills and competency framework used by organisations to define, assess, and develop digital and IT skills. In the UK, SFIA is widely adopted across the public sector — including NHS Digital, the Ministry of Defence, Cabinet Office, and the Digital, Data and Technology (DDaT) profession framework — as well as by large enterprises and consultancies.
Understanding how SFIA skill categories map to AI displacement risk is particularly important for professionals whose career progression, role definitions, and skills assessments are structured around the SFIA framework. If your organisation uses SFIA, the data below shows which skill areas face the highest and lowest AI exposure.
Which SFIA skill categories face the highest AI exposure
| SFIA Code | Category | Example Skills | Risk Level | Xtell Role |
|---|---|---|---|---|
| DTAN | Data Analysis | Data modelling, analytics, statistical interpretation | Medium-High | Data Analyst |
| PROG | Programming / Software Development | Software development, coding, testing | Medium | ML Engineer |
| INCA | Information / Data Architecture | Data architecture, modelling, integration | Medium | Data Engineer |
| ADEV | AI / ML Development | ML model development, training, deployment | Growing | ML Engineer, Prompt Engineer |
| DABA | Data Science | Statistical analysis, ML, predictive modelling | Medium | Data Scientist |
| KNOW | Knowledge Management | Documentation, content management, curation | High | Copywriter |
| PROD | Product Management | Product strategy, roadmapping, stakeholder management | Low-Medium | AI Product Manager |
How Xtell maps to SFIA
Xtell tracks AI displacement risk at the role level rather than the skill level. Each tracked role maps to one or more SFIA skill categories. When you view a role on Xtell, the SFIA skill code tag shows you which SFIA category is most relevant — allowing you to cross-reference your SFIA assessment with Xtell's displacement risk data.
This mapping is particularly useful for DDaT professionals in UK government, NHS digital teams, and enterprise organisations that use SFIA for career frameworks and skills audits. If your annual skills assessment is structured around SFIA, Xtell's role intelligence gives you the displacement risk context that SFIA alone does not provide.
SFIA level and displacement risk
SFIA defines seven levels of responsibility, from Level 1 (Follow) to Level 7 (Set strategy). AI displacement risk correlates strongly with SFIA level across all skill categories:
Levels 1–3
Follow → Apply → Advise
Highest displacement risk. Routine execution, standard procedures, and structured tasks are most exposed to AI automation.
Levels 4–5
Enable → Ensure / Advise
Moderate displacement risk. Mix of routine and strategic work. Professionals here are most affected by the shift from execution to direction.
Levels 6–7
Initiate → Set strategy
Lowest displacement risk. Strategic direction, organisational leadership, and complex judgment remain firmly human capabilities.
Explore your SFIA-aligned role on Xtell
See displacement risk, skills intelligence, and Role Evolution Forecasts for your specific role — with SFIA skill code mapping included.