profession file · read as its task mix
mostly human ground
University lecturer
education
University lecturers split their weeks between research, writing and reviewing papers, lecturing, and supervising students. AI now assists literature search, drafting and grading, and is reshaping assessment as students use it too, while framing original research and supervision remain theirs.
The exposed part of the week
// tasks in this mix that sit in machine territory or moving fast
The full mix
// what fills this job's week ( ●●● core · ●● regular · ● occasional )
Safer ground: build these
// the future skills that shield this particular mix
Teaching
making others learn
Emotional intelligence
understanding other people & how they feel
Empathy
understand & share feelings of others
AI literacy
understand how ai would affect us, for better or worse
Facilitation
making people work together
Social competence
communicating, cooperating & understanding others
Ask yourself
Home field
// the dossier(s) behind this profession
