Skip to content
AI Job Risk

Occupation baseline · Research consensus

Will AI replace Training and Development Specialists?

Transitioning

Baseline AI displacement risk for Training and Development Specialists, aggregated from 7 research sources.

What this score means

Training and Development Specialists sits in the middle of the exposure range for Business & Operations. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 51 out of 100 it scores 4 points above the Business & Operations average of 47. Across the 7 sources behind this baseline, individual estimates run from 29 to 59, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Training and Development Specialists, most central first, showing 12 of 20.

  • 01Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.
  • 02Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.
  • 03Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.
  • 04Offer specific training programs to help workers maintain or improve job skills.
  • 05Assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.
  • 06Monitor, evaluate, or record training activities or program effectiveness.
  • 07Design, plan, organize, or direct orientation and training programs for employees or customers.
  • 08Develop alternative training methods if expected improvements are not seen.
  • 09Evaluate training materials prepared by instructors, such as outlines, text, or handouts.
  • 10Monitor training costs and prepare budget reports to justify expenditures.
  • 11Devise programs to develop executive potential among employees in lower-level positions.
  • 12Keep up with developments in area of expertise by reading current journals, books, or magazine articles.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 7 research sources that scored Training and Development Specialists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Training and Development Specialists?
Published research puts Training and Development Specialists at 51 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Training and Development Specialists?
Only partly. Individual estimates for Training and Development Specialists run from 29 to 59 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which business & operations roles face similar AI exposure?
The closest published business & operations roles to Training and Development Specialists by score are Compliance Officers (51/100), Sustainability Specialists (51/100), and Claims Adjusters, Examiners, and Investigators (50/100). Each has its own page with the research behind its number.

Also covers

Applications Trainer · Apprenticeship and Training Representative · Auxiliary Personnel Inservice Coordinator · Bilingual Trainer · Certified EPIC Trainer (Certified Electronic Privacy Information Center Trainer) · Computer Software Training Specialist · Computer Technology Trainer · Computer Training Specialist and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

Your number is not the baseline

Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.

Get my personal score

Free · No credit card · No signup

More business & operations occupations

All business & operations occupations

Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.