While AI can assist with certain aspects of civil engineering, the need for human oversight, creativity, and high emotional intelligence, along with the low tolerance for error, limits the risk of full displacement by AI.
61/100Consequence_of_Error
32/100Consequence_of_Error
60/100Consequence_of_Error
82/100Contact_With_Others
80/100Contact_With_Others
79/100Contact_With_Others
64/100Coordinate_or_Lead_Others
72/100Coordinate_or_Lead_Others
64/100Coordinate_or_Lead_Others
17/100Cramped_Work_Space_Awkward_Positions
9/100Cramped_Work_Space_Awkward_Positions
13/100Cramped_Work_Space_Awkward_Positions
64/100Deal_With_External_Customers
61/100Deal_With_External_Customers
74/100Deal_With_External_Customers
6/100Deal_With_Physically_Aggressive_People
4/100Deal_With_Physically_Aggressive_People
7/100Deal_With_Physically_Aggressive_People
37/100Deal_With_Unpleasant_or_Angry_People
28/100Deal_With_Unpleasant_or_Angry_People
32/100Deal_With_Unpleasant_or_Angry_People
31/100Degree_of_Automation
33/100Degree_of_Automation
22/100Degree_of_Automation
79/100Duration_of_Typical_Work_Week
71/100Duration_of_Typical_Work_Week
83/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
100/100Electronic_Mail
99/100Electronic_Mail
21/100Exposed_to_Contaminants
22/100Exposed_to_Contaminants
34/100Exposed_to_Contaminants
19/100Exposed_to_Disease_or_Infections
4/100Exposed_to_Disease_or_Infections
1/100Exposed_to_Disease_or_Infections
18/100Exposed_to_Hazardous_Conditions
14/100Exposed_to_Hazardous_Conditions
12/100Exposed_to_Hazardous_Conditions
33/100Exposed_to_Hazardous_Equipment
24/100Exposed_to_Hazardous_Equipment
25/100Exposed_to_Hazardous_Equipment
21/100Exposed_to_High_Places
18/100Exposed_to_High_Places
30/100Exposed_to_High_Places
12/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
14/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
16/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
4/100Exposed_to_Radiation
1/100Exposed_to_Radiation
3/100Exposed_to_Radiation
7/100Exposed_to_Whole_Body_Vibration
2/100Exposed_to_Whole_Body_Vibration
4/100Exposed_to_Whole_Body_Vibration
24/100Extremely_Bright_or_Inadequate_Lighting
16/100Extremely_Bright_or_Inadequate_Lighting
25/100Extremely_Bright_or_Inadequate_Lighting
94/100Face-to-Face_Discussions
93/100Face-to-Face_Discussions
92/100Face-to-Face_Discussions
73/100Freedom_to_Make_Decisions
74/100Freedom_to_Make_Decisions
72/100Freedom_to_Make_Decisions
50/100Frequency_of_Conflict_Situations
47/100Frequency_of_Conflict_Situations
48/100Frequency_of_Conflict_Situations
63/100Frequency_of_Decision_Making
75/100Frequency_of_Decision_Making
58/100Frequency_of_Decision_Making
70/100Impact_of_Decisions_on_Co-workers_or_Company_Results
73/100Impact_of_Decisions_on_Co-workers_or_Company_Results
68/100Impact_of_Decisions_on_Co-workers_or_Company_Results
85/100Importance_of_Being_Exact_or_Accurate
82/100Importance_of_Being_Exact_or_Accurate
72/100Importance_of_Being_Exact_or_Accurate
35/100Importance_of_Repeating_Same_Tasks
55/100Importance_of_Repeating_Same_Tasks
44/100Importance_of_Repeating_Same_Tasks
52/100In_an_Enclosed_Vehicle_or_Equipment
49/100In_an_Enclosed_Vehicle_or_Equipment
47/100In_an_Enclosed_Vehicle_or_Equipment
6/100In_an_Open_Vehicle_or_Equipment
8/100In_an_Open_Vehicle_or_Equipment
11/100In_an_Open_Vehicle_or_Equipment
86/100Indoors_Environmentally_Controlled
84/100Indoors_Environmentally_Controlled
85/100Indoors_Environmentally_Controlled
33/100Indoors_Not_Environmentally_Controlled
34/100Indoors_Not_Environmentally_Controlled
44/100Indoors_Not_Environmentally_Controlled
74/100Letters_and_Memos
59/100Letters_and_Memos
75/100Letters_and_Memos
58/100Level_of_Competition
65/100Level_of_Competition
55/100Level_of_Competition
47/100Outdoors_Exposed_to_Weather
47/100Outdoors_Exposed_to_Weather
45/100Outdoors_Exposed_to_Weather
30/100Outdoors_Under_Cover
29/100Outdoors_Under_Cover
19/100Outdoors_Under_Cover
8/100Pace_Determined_by_Speed_of_Equipment
9/100Pace_Determined_by_Speed_of_Equipment
4/100Pace_Determined_by_Speed_of_Equipment
44/100Physical_Proximity
49/100Physical_Proximity
47/100Physical_Proximity
33/100Public_Speaking
34/100Public_Speaking
45/100Public_Speaking
62/100Responsibility_for_Outcomes_and_Results
71/100Responsibility_for_Outcomes_and_Results
60/100Responsibility_for_Outcomes_and_Results
48/100Responsible_for_Others_Health_and_Safety
58/100Responsible_for_Others_Health_and_Safety
54/100Responsible_for_Others_Health_and_Safety
38/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
43/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
37/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
13/100Spend_Time_Bending_or_Twisting_the_Body
11/100Spend_Time_Bending_or_Twisting_the_Body
9/100Spend_Time_Bending_or_Twisting_the_Body
19/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
10/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
7/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
5/100Spend_Time_Keeping_or_Regaining_Balance
6/100Spend_Time_Keeping_or_Regaining_Balance
6/100Spend_Time_Keeping_or_Regaining_Balance
8/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
7/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
17/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
31/100Spend_Time_Making_Repetitive_Motions
33/100Spend_Time_Making_Repetitive_Motions
35/100Spend_Time_Making_Repetitive_Motions
79/100Spend_Time_Sitting
79/100Spend_Time_Sitting
82/100Spend_Time_Sitting
26/100Spend_Time_Standing
30/100Spend_Time_Standing
27/100Spend_Time_Standing
32/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
14/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
29/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
22/100Spend_Time_Walking_and_Running
21/100Spend_Time_Walking_and_Running
26/100Spend_Time_Walking_and_Running
71/100Structured_versus_Unstructured_Work
75/100Structured_versus_Unstructured_Work
72/100Structured_versus_Unstructured_Work
98/100Telephone
97/100Telephone
94/100Telephone
68/100Time_Pressure
68/100Time_Pressure
75/100Time_Pressure
36/100Very_Hot_or_Cold_Temperatures
31/100Very_Hot_or_Cold_Temperatures
31/100Very_Hot_or_Cold_Temperatures
49/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
42/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
47/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
20/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
18/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
11/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
17/100Work_Schedules
7/100Work_Schedules
9/100Work_Schedules
85/100Work_With_Work_Group_or_Team
88/100Work_With_Work_Group_or_Team
84/100Work_With_Work_Group_or_Team