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Administration

Hr Manager

Based on 36 assessments

21% Low risk

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

Raw potential
38%
Realistic risk
21%
Research benchmark ?
45%

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

Distribution across 36 profiles. Middle half of Hr Managers score between 18% and 24%.

0% 50% 100%
p10 · 15%
26% · p90
On-screen work 9%

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

In-person + screen 48%

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

Computer + action 6%

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

Fully in-person 36%

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

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

Task Time Type Exposure
Performance management: Facilitating performance reviews, setting goals with employees, providing feedback, and addressing performance issues.
deep expertise
41% AA 2%
Handling employee relations: Addressing workplace conflicts, investigating complaints, mediating disputes, and ensuring compliance with labor laws.
deep expertise social element
31% AA 7%
Recruiting and hiring employees: Posting job openings, reviewing resumes, conducting initial phone screens, coordinating interviews, and extending job offers.
9% AD 33%
Training and development: Identifying training needs, organizing workshops or courses, and tracking employee skill development.
7% AD 29%
Employee onboarding: Organizing orientation sessions, ensuring completion of paperwork, setting up IT access, and introducing new hires to company culture and policies.
some context needed
6% AD 22%
Developing HR policies: Creating, updating, and communicating company policies on topics like leave, remote work, diversity, and code of conduct.
1% DD 57%
Compensation and benefits administration: Managing payroll processes, explaining benefits packages, and ensuring competitive and fair compensation structures.
1% DA 24%

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