What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Participate in campus and community events.
+Attend the weeknight campus fair on Thursday and the Saturday community open day, run the agreed 20-minute…
Participate in campus and community events.
+Collaborate with colleagues to address teaching and research issues.
+Organise a faculty working group on curriculum integration: invite department colleagues, circulate proposed…
Collaborate with colleagues to address teaching and research issues.
+Conduct research in a particular field of knowledge
+Plan and run a focused literature review this term on my research topic, compile methods and gaps into a…
Conduct research in a particular field of knowledge
+Prepare lesson plans and materials
+Draft next term’s lecture sequence and supporting materials for Advanced Materials: state learning…
Prepare lesson plans and materials
+Conduct faculty performance evaluations.
+Complete the faculty appraisal packet for Dr. Rivera by Friday: summarise teaching observations, attach…
Conduct faculty performance evaluations.
+Act as advisers to student organizations.
+Schedule a planning meeting with the Environmental Science club next Tuesday: review club constitution,…
Act as advisers to student organizations.
+Prepare and deliver lectures to undergraduate or graduate students
+Prepare the next three lectures for Advanced Cell Biology: draft clear learning objectives, two demo…
Prepare and deliver lectures to undergraduate or graduate students
+Initiate, facilitate, and moderate classroom discussions.
+Design and run three discussion sessions for Seminar in Ethics: create open questions tied to the week’s…
Initiate, facilitate, and moderate classroom discussions.
+Select and obtain materials and supplies, such as textbooks.
+Select and order textbooks and lab manuals for Introductory Psychology: choose one core textbook, two…
Select and obtain materials and supplies, such as textbooks.
+Write grant proposals to procure external research funding.
+Draft a competitive external research grant for Neural Plasticity: write aim, background, methods with…
Write grant proposals to procure external research funding.
+Compile bibliographies of specialized materials for outside reading assignments.
+Compile a specialized bibliography for Advanced Topics in AI: assemble 40 recent peer-reviewed papers,…
Compile bibliographies of specialized materials for outside reading assignments.
+Serve on academic or administrative committees
+Prepare for the Curriculum Committee meeting: draft a two-page proposal to revise course prerequisites,…
Serve on academic or administrative committees
+Monitor students' progress
+Collect end-of-week formative scores, attendance notes, and flagged concerns, update the class progress…
Monitor students' progress
+Learning difficulties
+Review my notes and the disability support letters for Maya Patel, Ahmed Khan and two others, create an…
Learning difficulties
+Curriculum objectives
+Map the course learning objectives to this semester's weekly topics and assessments, mark where each…
Curriculum objectives
+Manage student relationships
+Compile the last three meeting notes, tutorial feedback and email threads for each advisee, flag relationship…
Manage student relationships
+Monitor developments in field of expertise
+Gather five recent journals, conference alerts and notable preprints in our field, summarise key advances in…
Monitor developments in field of expertise
+Demonstrate when teaching
+Prepare a step-by-step demonstration script for tomorrow's lab showing procedures, expected outcomes, common…
Demonstrate when teaching
+Liaise with educational staff
+Send the course support memo to Helen in disability services and to Mark the year tutor, outline each student…
Liaise with educational staff
+Post-secondary school procedures
+Circulate the updated post-secondary procedure draft to the department office, copy Sarah the quality officer…
Post-secondary school procedures
+Says who?
These are the pages we read to build this. Open any of them and check us.
Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses