Distribution across 36 profiles.
Middle half of Corporate Trainers score between 28% and 34%.
0%
50%
100%
p10 · 26%
40% · p90
Task breakdown by work type
On-screen work29%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen38%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action28%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person6%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Corporate Trainer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Designing training programs and materials (e.g., slide decks, workbooks, e-learning modules) based on organizational needs and learning objectives
36%AD
31%
Delivering in-person or virtual training sessions to employees on topics like leadership, compliance, software tools, or soft skills
deep expertisesocial core
22%DA
6%
Assessing training needs through surveys, interviews, or performance data to identify skill gaps in the workforce
19%AD
26%
Evaluating training effectiveness through feedback forms, quizzes, or follow-up assessments to measure knowledge retention and behavior change
7%DD
60%
Providing one-on-one coaching or mentoring to employees to reinforce learning or address specific development areas
deep expertisesocial core
6%AA
7%
Staying updated on industry trends, new training methodologies, or tools (e.g., AI-driven learning platforms) to improve program quality
6%DD
49%
Coordinating logistics for training sessions (e.g., booking venues, scheduling participants, managing equipment, or troubleshooting technical issues for virtual sessions)
1%DD
88%
TaskTimeTypeExposure
Evaluating training effectiveness through feedback forms, quizzes, or follow-up assessments to measure knowledge retention and behavior change
33%DD
57%
Delivering in-person or virtual training sessions to employees on topics like leadership, compliance, software tools, or soft skills
deep expertisesocial element
24%DA
10%
Designing training programs and materials (e.g., slide decks, workbooks, e-learning modules) based on organizational needs and learning objectives
22%AD
21%
Staying updated on industry trends, new training methodologies, or tools (e.g., AI-driven learning platforms) to improve program quality
12%DD
52%
Providing one-on-one coaching or mentoring to employees to reinforce learning or address specific development areas
deep expertisesocial core
4%AA
1%
Assessing training needs through surveys, interviews, or performance data to identify skill gaps in the workforce
1%AD
25%
Coordinating logistics for training sessions (e.g., booking venues, scheduling participants, managing equipment, or troubleshooting technical issues for virtual sessions)
1%DD
62%
TaskTimeTypeExposure
Designing training programs and materials (e.g., slide decks, workbooks, e-learning modules) based on organizational needs and learning objectives
deep expertisesocial element
23%AD
18%
Evaluating training effectiveness through feedback forms, quizzes, or follow-up assessments to measure knowledge retention and behavior change
22%DD
66%
Coordinating logistics for training sessions (e.g., booking venues, scheduling participants, managing equipment, or troubleshooting technical issues for virtual sessions)
20%DD
90%
Delivering in-person or virtual training sessions to employees on topics like leadership, compliance, software tools, or soft skills
deep expertisesocial core
18%DA
1%
Assessing training needs through surveys, interviews, or performance data to identify skill gaps in the workforce
13%AD
30%
Providing one-on-one coaching or mentoring to employees to reinforce learning or address specific development areas
deep expertisesocial core
0%AA
2%
Staying updated on industry trends, new training methodologies, or tools (e.g., AI-driven learning platforms) to improve program quality
0%DD
61%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
