Takeover Tracker
30%medium risk

Architectural and Engineering Managers

Plan, direct, or coordinate activities in such fields as architecture and engineering or research and development in these fields.

Higher risk than 37% of occupations
Checking for existing plan...

How AI Impacts Each Task

21 tasks analyzed

Manage the coordination and overall integration of technical activities in architecture or engineering projects.

Risk: 41.0%AI: 35EstimatedTime: 10%

Direct, review, or approve project design changes.

Risk: 43.0%AI: 40EstimatedTime: 9%

Confer with management, production, or marketing staff to discuss project specifications or procedures.

Risk: 37.7%AI: 56.67ObservedTime: 8%

Present and explain proposals, reports, or findings to clients.

Risk: 39.6%AI: 61.4ObservedTime: 6%

Consult or negotiate with clients to prepare project specifications.

Risk: 37.8%AI: 56.95ObservedTime: 6%

Prepare budgets, bids, or contracts.

Risk: 49.5%AI: 56.25ObservedTime: 5%

Assess project feasibility by analyzing technology, resource needs, or market demand.

Risk: 54.5%AI: 68.67ObservedTime: 5%

Establish scientific or technical goals within broad outlines provided by top management.

Risk: 39.0%AI: 30EstimatedTime: 4%

Review, recommend, or approve contracts or cost estimates.

Risk: 52.2%AI: 62.98ObservedTime: 5%

Direct recruitment, placement, and evaluation of architecture or engineering project staff.

Risk: 27.0%AI: 30EstimatedTime: 5%

Develop or implement policies, standards, or procedures for engineering and technical work.

Risk: 49.0%AI: 55EstimatedTime: 5%

Evaluate environmental regulations or social pressures related to environmental issues to inform strategic or operational decision-making.

Risk: 47.0%AI: 50EstimatedTime: 3%

Plan or direct the installation, testing, operation, maintenance, or repair of facilities or equipment.

Risk: 41.0%AI: 35EstimatedTime: 4%

Solicit project support by conferring with officials or providing information to the public.

Risk: 23.0%AI: 20EstimatedTime: 3%

Perform administrative functions, such as reviewing or writing reports, approving expenditures, enforcing rules, or purchasing of materials or services.

Risk: 84.0%AI: 87EstimatedTime: 8%

Develop or implement programs to improve sustainability or reduce the environmental impacts of engineering or architecture activities or operations.

Risk: 47.0%AI: 50EstimatedTime: 3%

Evaluate the environmental impacts of engineering, architecture, or research and development activities.

Risk: 49.0%AI: 55EstimatedTime: 3%

Direct the engineering of water control, treatment, or distribution projects.

Risk: 51.7%AI: 61.8ObservedTime: 2%

Identify environmental threats or opportunities associated with the development and launch of new technologies.

Risk: 47.0%AI: 50EstimatedTime: 2%

Plan, direct, or coordinate survey work with other project activities.

Risk: 45.0%AI: 45EstimatedTime: 2%

Administer highway planning, construction, or maintenance.

Risk: 49.3%AI: 55.62ObservedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Architectural and Engineering Managers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-7.6pt risk+$10K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.4pt risk+$10K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$11K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Alternate Career Paths

See all transitions

Advertising and Promotions Managers

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Higher risk than 43% of other occupations

Architects, Except Landscape and Naval

31%
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Median salary: $96,690

Higher risk than 47% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

Civil Engineers

28%
Medium Risk

Median salary: $99,590

Higher risk than 29% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Construction Managers

31%
Medium Risk

Median salary: $106,980

Higher risk than 46% of other occupations

Energy Engineers

30%
Medium Risk

Median salary: $117,750

Higher risk than 36% of other occupations

Engineering Teachers, Postsecondary

33%
Medium Risk

Median salary: $106,120

Higher risk than 57% of other occupations

Fire-Prevention and Protection Engineers

28%
Medium Risk

Median salary: $109,660

Higher risk than 31% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Industrial Engineers

36%
Medium Risk

Median salary: $101,140

Higher risk than 68% of other occupations

Logistics Engineers

31%
Medium Risk

Median salary: $80,880

Higher risk than 47% of other occupations

Marine Architects

31%
Medium Risk

Median salary: $105,670

Higher risk than 43% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Transportation Engineers

32%
Medium Risk

Median salary: $99,590

Higher risk than 53% of other occupations

Score History

Risk score over 3 scoring runs

-2.9

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree2%
Bachelor's Degree57%
Master's Degree9%
Doctoral/Professional Degree32%

Prior Experience Needed

Work experience required to enter this job

1-2 years2%
2-4 years18%
4-6 years7%
6-8 years12%
8-10 years5%
Over 10 years55%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month11%
1-3 months5%
3-6 months6%
6 months - 1 year44%
1-2 years11%
2-4 years14%
4-6 years7%
6-8 years2%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis