General and Operations Managers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Prepare staff work schedules and assign specific duties.73
• Set prices or credit terms for goods or services, based on forecasts of customer demand.67
• Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.59
• Direct non-merchandising departments of businesses, such as advertising or purchasing.59
• Plan or direct activities, such as sales promotions, that require coordination with other department managers.58

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

The current data release does not distinguish durable tasks for this role.

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 61 puts General and Operations Managers in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 12 of 17 analyzed tasks lean automatable, 5 augmentable, and 0 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $105,770median wage
• 3,503,020employed
• 308,700annual openings
• +4.4%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Facilities Managers 65
• Chief Executives 61
• Industrial Production Managers 62
• Administrative Services Managers 68
• First-Line Supervisors of Non-Retail Sales Workers 61
• Transportation, Storage, and Distribution Managers 62

FAQ — General and Operations Managers

What does a score of 61 mean for a General and Operations Managers?

It means that, weighted across the 17 tasks we analyzed for this role, the task mix sits at 61 on a 0–100 exposure scale — in the most-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Prepare staff work schedules and assign specific duties; Set prices or credit terms for goods or services, based on forecasts of customer demand; Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.