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University Lecturer
Based on 10 assessments · 1 from real users
22%
Low risk
Average realistic automation risk across all University Lecturer profiles in the dataset.
Score spread
Distribution across 10 profiles.
Middle half of University Lecturers score between 20% and 25%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a University Lecturer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Preparing and delivering lectures to students (writing slides, reviewing content, standing lectures)
deep expertise
social core
34%
DA
0%
Conducting or supervising research projects and analyzing results
deep expertise
social element
27%
DD
26%
Attending department meetings, committees, and administrative tasks
14%
AA
8%
Grading assignments, exams, and student work; providing written feedback
14%
DD
43%
Holding office hours and answering student emails and questions
deep expertise
social core
6%
DA
7%
Writing and submitting academic papers, grant proposals, and research reports
1%
DD
68%
Mentoring graduate students and supervising theses
deep expertise
social core
1%
DA
0%
Preparing and delivering lectures to students (writing slides, reviewing content, standing lectures)
deep expertise
social core
19%
DA
12%
Mentoring graduate students and supervising theses
deep expertise
social core
18%
DA
8%
Grading assignments, exams, and student work; providing written feedback
18%
DD
44%
Conducting or supervising research projects and analyzing results
deep expertise
social element
15%
DD
24%
Attending department meetings, committees, and administrative tasks
some context needed
social core
11%
AA
0%
Writing and submitting academic papers, grant proposals, and research reports
9%
DD
52%
Holding office hours and answering student emails and questions
some context needed
social core
6%
DA
10%
Conducting or supervising research projects and analyzing results
deep expertise
social element
24%
DD
26%
Mentoring graduate students and supervising theses
some context needed
social core
23%
DA
10%
Grading assignments, exams, and student work; providing written feedback
18%
DD
53%
Attending department meetings, committees, and administrative tasks
some context needed
social core
12%
AA
2%
Writing and submitting academic papers, grant proposals, and research reports
11%
DD
56%
Holding office hours and answering student emails and questions
deep expertise
social core
9%
DA
8%
Preparing and delivering lectures to students (writing slides, reviewing content, standing lectures)
deep expertise
social core
1%
DA
6%
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