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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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The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
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%).
Med
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
Architectural and Engineering Managers are more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career is labeled as "Resilient" because, while AI tools are beginning to assist with planning, scheduling, and budgeting, many essential tasks still require human skills such as leadership, negotiation, and creative problem-solving. Architectural and engineering managers are crucial for presenting proposals, building client relationships, and offering expert advice, which are tasks not easily automated.
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 resilient
This career is labeled as "Resilient" because, while AI tools are beginning to assist with planning, scheduling, and budgeting, many essential tasks still require human skills such as leadership, negotiation, and creative problem-solving. Architectural and engineering managers are crucial for presenting proposals, building client relationships, and offering expert advice, which are tasks not easily automated.
Read full analysisAnalysis of Current AI Resilience
Arch. & Eng. Managers
Updated Quarterly • Last Update: 2/17/2026

Architecture and engineering project managers often use computers to handle data-heavy work. Recent studies find AI helping with planning, scheduling, and budgeting for projects [1] [1]. For example, AI tools can quickly sort through large manuals or project plans to answer questions, and suggest optimized schedules or cost estimates, which saves time [2] [1].
Big firms are already piloting AI helpers (one company built an AI model to read equipment manuals and pull out key tasks in seconds [2]). These tools augment managers’ work on logistics and finance.
However, many core tasks still need human skill and judgment. Activities like presenting proposals, negotiating with clients, or giving expert advice are not easily automated. In fact, O*NET notes that A&E managers “provide guidance and expert advice” to others [3], a creative, people-centered task.
Research shows AI today works as an assistant rather than a decision-maker [1] [3]. For now, humans are still in charge of explaining plans, talking with clients, and solving unexpected problems. Overall, managers gain efficiency from AI tools (for example, better risk forecasts or budget checks), but the human role in leadership and communication remains crucial.

Adoption of AI tools in architecture and engineering has been cautious. A recent industry survey found only about 27% of firms are using AI so far [2]. Many companies still work on paper or basic spreadsheets in design and planning [2].
In general, experts say that using AI effectively requires good digital data, new training for staff, and careful change management [2] [2]. Many firms report concerns over data security and unclear regulations as well [2]. One report noted that the biggest barriers are not money but complexity and culture – teams need time and education to use AI tools properly [2] [2].
On the positive side, businesses see reasons to adopt AI. With a skilled-worker shortage, over half of industry leaders believe AI could boost productivity and safety [2]. For example, many contractors expect that AI helpers will let experienced knowledge “travel” with younger staff, improving training and decision-making [2].
Economically, AI can cut errors and speed up bidding, so there is a clear incentive to try it. Socially and legally, A&E fields are careful: projects involve safety and public trust, so companies are testing AI in limited ways first. In summary, AI is entering this field step by step.
The trend is generally toward more use, but change is gradual. In the meantime, human skills – like leadership, creativity, and client relationships – remain highly valuable in architecture and engineering management [3] [2].

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They lead teams of architects and engineers to design and build projects, making sure everything is done on time, within budget, and meets quality standards.
Median Wage
$167,740
Jobs (2024)
212,500
Growth (2024-34)
+3.8%
Annual Openings
14,500
Education
Bachelor's degree
Experience
5 years or more
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Direct the engineering of water control, treatment, or distribution projects.
Develop or implement programs to improve sustainability or reduce the environmental impacts of engineering or architecture activities or operations.
Manage the coordination and overall integration of technical activities in architecture or engineering projects.
Plan, direct, or coordinate survey work with other project activities.
Plan or direct the installation, testing, operation, maintenance, or repair of facilities or equipment.
Direct, review, or approve project design changes.
Consult or negotiate with clients to prepare project specifications.
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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The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
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