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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: 4/23/2026
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.
High
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%).
Low
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%).
High
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
Education and Childcare Administrators, Preschool and Daycare are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career is labeled as "Mostly Resilient" because, while AI tools can handle many routine administrative tasks like scheduling and billing, the essential work of caring for and educating children remains a human responsibility. The role relies heavily on uniquely human skills such as empathy, communication, and creativity, especially when interacting with children and their parents.
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
This career is labeled as "Mostly Resilient" because, while AI tools can handle many routine administrative tasks like scheduling and billing, the essential work of caring for and educating children remains a human responsibility. The role relies heavily on uniquely human skills such as empathy, communication, and creativity, especially when interacting with children and their parents.
Read full analysisAnalysis of Current AI Resilience
Early Childhood Admin
Updated Quarterly • Last Update: 2/17/2026

In preschool/daycare administration, many routine tasks are already handled by software. For example, official job guides list duties like “prepare and maintain attendance, … accounting” records [1]. Today’s childcare computer systems do much of this work: parents can scan children in with a phone app, billing and schedules are updated automatically, and reports on staffing or funding are printed with a click [2] [2].
This cuts the time spent on paperwork and cuts errors. By contrast, tasks that need a human touch – talking with parents about a child, deciding on programs, or directly teaching and caring for kids – remain done by people. Education experts note that AI in schools mostly “streamlines administrative tasks” rather than replacing teachers [3].
Childcare safety rules reflect this: providers are urged to set strict rules so AI can help with work but never replace the personal care staff give [4]. In short, computers help with behind-the-scenes record-keeping and billing, but the heart of the job – caring for children – stays firmly in human hands.

Whether preschools adopt AI tools quickly or slowly depends on cost, need, and trust. Many centers already use digital tools because laws require detailed records; this drives demand for easy software solutions [2]. Apps that save time (like automated scheduling or billing) are popular since they pay off quickly [2].
On the other hand, cutting-edge AI features can be expensive or hard to set up, so small programs upgrade slowly. Also, child safety and privacy are a major concern: regulators emphasize that any AI use must be very carefully managed and never take over a teacher’s job [4]. In practice, directors tend to add smart software that handles routine paperwork, while they still do the teaching and caregiving themselves.
Experts say AI will most likely assist with back-office tasks so educators have more time for students [3]. In other words, the human qualities – creativity, empathy, problem-solving – stay at the center of this work, even as computers handle more of the routine chores [3] [4].

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They ensure preschools and daycares run smoothly by organizing activities, managing staff, and making sure children learn and play in a safe environment.
Median Wage
$56,270
Jobs (2024)
90,200
Growth (2024-34)
-2.5%
Annual Openings
5,500
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
Teach classes or courses or provide direct care to children.
Confer with parents and staff to discuss educational activities and policies and students' behavioral or learning problems.
Plan, direct, and monitor instructional methods and content of educational, vocational, or student activity programs.
Monitor students' progress and provide students and teachers with assistance in resolving any problems.
Set educational standards and goals and help establish policies, procedures, and programs to carry them out.
Direct and coordinate activities of teachers or administrators at daycare centers, schools, public agencies, or institutions.
Determine allocations of funds for staff, supplies, materials, and equipment and authorize purchases.
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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