AIはエンジニアを代替するか？CAD、シミュレーション、そしてエンジニアリングの未来
AIは今やCAD設計を62%の自動化率で生成し、技術仕様書を70%で作成できます。しかし自動化リスクは22〜35/100で、エンジニアリングは変革されています。
FEA in minutes instead of days. [Claim] Mechanical engineering: +9% growth. [Fact]
Three Disciplines
Mechanical: exposure 45%, risk 24/100. [Fact] Documentation: 70%, CAD: 62%. [Fact] Prototyping: 12%. [Fact] BLS: +9%, $96,510, ~282,080. [Fact]
Civil: exposure 28%, risk 22/100. [Fact] Simulation: 55%, structural: 40%. [Fact] Site inspection: 5%. [Fact] BLS: +5%. [Fact]
Electrical: exposure 48%, risk 35/100. [Fact] Specs: 72%, simulation: 68%. [Fact] BLS: +5%, $108,950, ~192,700. [Fact]
Pattern
Documentation: 55-72%. Physical + judgment: 5-40%.
AI Tools
Generative design, AI simulation, automated documentation, predictive maintenance, digital twins. [Fact]
Electrical Risk
More computational tasks. Still "augment". [Fact]
Civil Advantage
Lowest risk (22/100). Physical world anchored. Site inspection: 5%. [Fact]
Actions
1. Master AI design/simulation 2. Cross-disciplinary skills 3. Physical-world expertise 4. Growth sectors
Conclusion
Mechanical 24/100, civil 22/100, electrical 35/100. All "augment" with positive growth.
Sources
- Anthropic. (2026). Report.
- BLS. Mechanical, Civil, Electrical.
AI-assisted analysis.