Training and Development Specialists

Most exposed tasks

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

• Monitor, evaluate, or record training activities or program effectiveness.71
• Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.67
• Attend meetings or seminars to obtain information for use in training programs or to inform management of training program status.66

Augmentable tasks

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

• Coordinate recruitment and placement of training program participants.57
• Offer specific training programs to help workers maintain or improve job skills.56
• Devise programs to develop executive potential among employees in lower-level positions.56

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 56 puts Training and Development Specialists in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 5 of 20 analyzed tasks lean automatable, 15 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

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $69,280median wage
• 458,300employed
• 43,900annual openings
• +10.8%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.

• Training and Development Managers 55
• Management Analysts 61
• Industrial-Organizational Psychologists 41
• Human Resources Specialists 74
• Exercise Trainers and Group Fitness Instructors 30
• Education Teachers, Postsecondary 38

FAQ — Training and Development Specialists

What does a score of 56 mean for a Training and Development Specialists?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 56 on a 0–100 exposure scale — in the third quartile 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: Monitor, evaluate, or record training activities or program effectiveness; Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures; Attend meetings or seminars to obtain information for use in training programs or to inform management of training program status. 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.