Civil engineers
Civil engineers undertake research and design, direct construction and manage the operation and maintenance of civil and mining engineering structures.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
designs foundations and earthworks
Generative design tools in Autodesk Civil 3D and AI-assisted FEA software can rapidly produce and optimise foundation and earthwork designs, though engineers must validate outputs against site-specific conditions and regulations.
designs structures such as roads, dams, bridges, railways, hydraulic systems, sewerage systems, industrial and other buildings and plans the layout of tunnels, wells and construction shafts
AI-driven CAD and BIM tools such as Autodesk Revit with generative design can produce and iterate structural layouts quickly, but complex multi-constraint design decisions and regulatory approval still require experienced human engineers.
undertakes research and advises on soil mechanics, concrete technology, hydraulics, water and waste water treatment processes and other civil engineering matters
AI tools like Ansys and specialized ML models can analyse soil and hydraulic data, generate preliminary findings, and flag anomalies, but a licensed engineer must interpret results and provide professional advice.
determines and specifies construction methods, materials, quality and safety standards and ensures that equipment operation and maintenance comply with design specifications
AI-powered platforms like Autodesk Construction Cloud can cross-check specifications against standards and flag compliance issues, but human engineers retain responsibility for final specification decisions and safety sign-off.
organises and plans projects, arranges work schedules, carries out inspection work and plans maintenance control
AI project management tools like Microsoft Copilot in Project or Procore can automate scheduling, resource allocation, and inspection checklists, reducing administrative burden while engineers focus on on-site judgment and stakeholder management.
organises and establishes control systems to monitor operational efficiency and performance of materials and systems
AI-powered monitoring platforms using IoT sensor data and anomaly detection (e.g., IBM Maximo with AI) can flag performance deviations in real time, but engineers must interpret findings and make operational decisions.
ROI Calculator
Civil engineers
This is not a pay rise — it's 720 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.