Teaching professionals n.e.c.
Job holders in this unit group perform a variety of other teaching occupations not elsewhere classified in minor group 231: Teaching and educational professionals.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
designs and implements methods of assessing the performance of students, co-ordinates and undertakes the evaluation of assessments and awards grades of merit based upon performance
AI tools like Turnitin's AI features and ChatGPT can help design rubrics, generate assessment questions, and flag inconsistencies in grading, but final judgement on student merit and nuanced feedback still requires human expertise.
provides private academic, vocational and other instruction to individuals or groups
AI tutoring platforms like Khan Academy's Khanmigo or Synthesis can supplement private instruction by providing personalised practice, but human tutors excel at motivation, adaptive explanation, and building rapport with individual learners.
manages/owns and teaches in private drama, music and dancing schools, training centres and similar establishments
Running a physical performing arts school involves hands-on instruction, real-time physical correction, and interpersonal mentorship that AI cannot replicate, though tools like scheduling software or AI-assisted marketing can support the business side.
ROI Calculator
Teaching professionals n.e.c.
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How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.