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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Training and Development Managers?

Transitioning

Baseline AI displacement risk for Training and Development Managers, aggregated from 6 research sources.

What this score means

Training and Development Managers sits in the middle of the exposure range for Management. 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 49 out of 100 it scores 12 points above the Management average of 37. Across the 6 sources behind this baseline, individual estimates run from 33 to 64, 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 Managers, most central first.

  • 01Analyze training needs to develop new training programs or modify and improve existing programs.
  • 02Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.
  • 03Plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.
  • 04Confer with management and conduct surveys to identify training needs based on projected production processes, changes, and other factors.
  • 05Conduct orientation sessions and arrange on-the-job training for new hires.
  • 06Train instructors and supervisors in techniques and skills for training and dealing with employees.
  • 07Develop and organize training manuals, multimedia visual aids, and other educational materials.
  • 08Prepare training budget for department or organization.
  • 09Develop testing and evaluation procedures.
  • 10Conduct or arrange for ongoing technical training and personal development classes for staff members.
  • 11Review and evaluate training and apprenticeship programs for compliance with government standards.
  • 12Coordinate established courses with technical and professional courses provided by community schools, and designate training procedures.

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 6 research sources that scored Training and Development Managers 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 Managers?
Published research puts Training and Development Managers at 49 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Training and Development Managers?
Only partly. Individual estimates for Training and Development Managers run from 33 to 64 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which management roles face similar AI exposure?
The closest published management roles to Training and Development Managers by score are Financial Consultant (50/100), Marketing Managers (48/100), and Public Relations Managers (51/100). Each has its own page with the research behind its number.

Also covers

Apprenticeship Consultant · Development Associate · Development Coordinator · Development Director · E-Learning Manager (Electronic Learning Manager) · Education and Development Manager · Education and Training Manager · Employee Development Director and related titles

Estimated displacement window

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

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