← Explore professions

Other

Change Manager

Based on 10 assessments · 1 from real users

21% Low risk

Average realistic automation risk across all Change Manager profiles in the dataset.

Raw potential
54%
Realistic risk
21%
Research benchmark ?
39%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 10 profiles. Middle half of Change Managers score between 20% and 23%.

0% 50% 100%
p10 · 18%
23% · p90
On-screen work 41%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 27%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 2%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 31%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Change Manager, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
One-on-one coaching and mentoring of leaders and teams to build buy-in and overcome resistance
deep expertise
20% AA 3%
Conducting stakeholder analysis and mapping, identifying resistance points, and planning engagement tactics
deep expertise
20% AD 16%
Facilitating workshops, town halls, and training sessions to explain changes and gather feedback
deep expertise
16% AA 0%
Attending project meetings, coordinating with IT/HR/Operations teams, and escalating blockers to sponsors
15% AD 30%
Monitoring adoption metrics, surveying employee sentiment, and adjusting messaging based on real-time feedback
deep expertise social element
11% DD 26%
Developing change management plans and strategies for new initiatives (scope, timeline, resources, risk mitigation)
deep expertise social element
9% DD 28%
Writing and reviewing change communications (emails, FAQs, documentation, intranet posts)
6% DD 58%

Work as a Change Manager? Map your specific role.

Start assessment →