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Glossary

Task vs job automation

The distinction between automating individual tasks inside a job and automating the job itself; most AI impact arrives as task-level change long before whole occupations disappear.

What this means in practice

Jobs are bundles of tasks, and AI unbundles them selectively. A role containing drafting, scheduling, judgment, and physical work does not vanish when drafting automates — it redesigns around the remaining tasks. Whole-job automation requires nearly every task to be software-assignable at once.

Executive Assistants illustrate the split: calendars, minutes, and routine correspondence are highly automatable, but gatekeeping, confidential judgment, and executive trust are not. The occupation shrinks or redesigns around the durable tasks rather than disappearing outright.

In the data

See this term in the occupation data

These published occupation pages show task vs job automation in action — with task-level exposure, automation and augmentation scores, wage context, and transition pathways.

SOC 43-6011

Executive Secretaries and Executive Administrative Assistants

Calendar management, travel booking, meeting minutes, and routine correspondence are exposed to AI scheduling and drafting tools. Executive trust, prioritization judgment, and gatekeeping remain difficult to automate.

Exposure
66
Automation
44%
Augment
52%
SOC 13-1071

Human Resources Specialists

Resume screening, policy answers, and first-draft communications can be automated or augmented, but employee relations, hiring judgment, trust, and process design keep the role human-centered.

Exposure
58
Automation
35%
Augment
59%
SOC 23-1011

Lawyers

Legal research, document drafting, and precedent analysis are strongly augmentable and partially automatable. Client counsel, courtroom advocacy, negotiation, ethical accountability, and licensing keep the profession protected at its core.

Exposure
58
Automation
30%
Augment
68%