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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Training and Development Specialists are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
AI is already handling a lot of the behind-the-scenes work in this career — things like drafting course outlines, building quizzes, and scheduling training sessions — but the heart of the job is still very much a human thing. The skills that make a great Training and Development Specialist, like facilitating real conversations, designing leadership programs, reading a room, and helping people grow through tough challenges, are exactly the kinds of things AI struggles to replace.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is mostly resilient
AI is already handling a lot of the behind-the-scenes work in this career — things like drafting course outlines, building quizzes, and scheduling training sessions — but the heart of the job is still very much a human thing. The skills that make a great Training and Development Specialist, like facilitating real conversations, designing leadership programs, reading a room, and helping people grow through tough challenges, are exactly the kinds of things AI struggles to replace.
Read full analysisAnalysis of Current AI Resilience
Training & Development Spec.
Updated Quarterly • Last Update: 5/14/2026

Training and Development Specialists are right in the middle of one of the most active areas of workplace AI. Generative AI tools are already taking over a lot of the routine "behind-the-scenes" work — scheduling classes, drafting course outlines, building quizzes, summarizing learner data, and producing budget reports. Industry analyst Josh Bersin reports that AI-native systems can build new courses in days instead of months, and early clients are already experiencing up to 40–50% reduction in L&D internal spend.
Trade publication Training Industry explains that adaptive learning platforms, intelligent tutoring systems, and generative content tools are starting to enable more personalized, responsive and scalable training [1], while chatbots and virtual coaches handle on-demand learner support. So far, though, this looks more like augmentation than replacement. Harvard Business School research finds that jobs heavy on social skills and judgment — like trainers and coaches — are more likely to be enhanced by AI than eliminated [2], because generative AI creates new demand in augmentation-prone roles, suggesting that human-AI collaboration is a key driver of labor market transformation.
The high-touch parts of the job — designing leadership programs, facilitating role-plays, negotiating contracts — still depend on people.

Adoption is moving fast because the business case is strong. Companies are pouring money into reskilling: Fortune reports that Citigroup mandated AI training for 175,000 staffers across 80 locations [3], and Deloitte's 2026 Human Capital Trends argues that organizations must build an adaptable workforce as AI reshapes every role [4]. The Institute for Corporate Productivity found that upskilling is the #1 priority for 59% of Chief Learning & Talent Officers in 2026 [5], which actually increases demand for skilled L&D pros — even as the tools they use change.
The Association for Talent Development is leaning in too, hosting an ATD Intensive focused entirely on AI in L&D workflows, augmented learning, and workplace transformation [6]. What's slowing things down? Trust, ethics, and "AI slop." Harvard Business Review notes that employer demand for jobs requiring analytical, creative, and interpersonal work grew 20% [7] — meaning the human side of training (mentoring, executive development, reading a room) is becoming more valuable, not less.
If you love helping people grow, that's good news: your job is changing, but your skills are still in demand.

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They help employees learn new skills by creating and leading training programs to improve job performance and career growth.
Median Wage
$65,850
Jobs (2024)
452,300
Growth (2024-34)
+10.8%
Annual Openings
43,900
Education
Bachelor's degree
Experience
Less than 5 years
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Negotiate contracts with clients including desired training outcomes, fees, or expenses.
Present information using a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.
Devise programs to develop executive potential among employees in lower-level positions.
Select and assign instructors to conduct training.
Coordinate recruitment and placement of training program participants.
Attend meetings or seminars to obtain information for use in training programs or to inform management of training program status.
Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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