Farm and Home Management Educators

Most exposed tasks

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

• Maintain records of services provided and the effects of advice given.65

Augmentable tasks

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

• Research information requested by farmers.56
• Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.49
• Schedule and make regular visits to farmers.45

Most durable tasks

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

• Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management.17
• Collaborate with producers to diagnose and prevent management and production problems.22
• Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.28

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 37 puts Farm and Home Management Educators in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 1 of 15 analyzed tasks lean automatable, 6 augmentable, and 8 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: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

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

• $60,220median wage
• 8,220employed
• 1,100annual openings
• -2.4%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.

• Agricultural Sciences Teachers, Postsecondary 38
• Management Analysts 61
• Career/Technical Education Teachers, Postsecondary 36
• Range Managers 50
• Business Teachers, Postsecondary 38
• Career/Technical Education Teachers, Middle School 32

FAQ — Farm and Home Management Educators

What does a score of 37 mean for a Farm and Home Management Educators?

It means that, weighted across the 15 tasks we analyzed for this role, the task mix sits at 37 on a 0–100 exposure scale — in the least-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: Maintain records of services provided and the effects of advice given. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management; Collaborate with producers to diagnose and prevent management and production problems; Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

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.