Higher education teaching professionals
Higher education teaching professionals deliver lectures and teach students to at least first degree level, undertake research and write journal articles and books in their chosen field of study.
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
prepares, administers and marks examinations, essays and other assignments
AI tools like Turnitin's AI grading features and ChatGPT can assist with rubric creation, draft feedback, and plagiarism detection, but academic judgment on nuanced arguments and contextual understanding still requires human expertise.
undertakes research, writes articles and books and attends conferences and other meetings
AI tools like Elicit, Semantic Scholar, and ChatGPT can accelerate literature reviews, help structure arguments, and draft sections, but original research contributions, theoretical innovation, and peer-reviewed scholarly judgment remain human-led.
prepares, delivers and directs lectures, seminars and tutorials
AI tools like ChatGPT can help draft lecture outlines, generate examples, and structure content, but effective teaching requires real-time adaptation, Socratic dialogue, and the authority and presence of an expert human educator.
advises students on academic matters and encourages independent research
AI chatbots can answer factual queries and suggest resources, but meaningful academic advising requires understanding a student's individual circumstances, motivations, and potential — deeply relational work AI cannot replicate.
participates in decision making processes regarding curricula, budgetary, departmental and other matters
AI can help prepare data summaries or draft policy documents for meetings, but institutional decision-making involves negotiation, politics, values, and collegial judgment that remains firmly human.
directs the work of postgraduate students
AI can assist postgraduate students with literature reviews or writing feedback, but supervising original research requires deep disciplinary expertise, mentorship, and the ability to guide intellectual development over years.
provides pastoral care or guidance to students
AI can provide information or signpost resources, but pastoral care fundamentally depends on empathy, trust, and human connection that AI cannot authentically provide, particularly in sensitive or crisis situations.
ROI Calculator
Higher education teaching professionals
This is not a pay rise — it's 360 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
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.