While AI and robotics can automate certain routine tasks in engineering, the role still demands significant human insight, problem-solving skills, and emotional intelligence. Complete displacement by AI is not feasible with current technology.
41/100Consequence_of_Error
40/100Consequence_of_Error
68/100Consequence_of_Error
39/100Consequence_of_Error
60/100Consequence_of_Error
63/100Consequence_of_Error
57/100Consequence_of_Error
57/100Consequence_of_Error
84/100Contact_With_Others
84/100Contact_With_Others
69/100Contact_With_Others
67/100Contact_With_Others
78/100Contact_With_Others
74/100Contact_With_Others
73/100Contact_With_Others
73/100Contact_With_Others
60/100Coordinate_or_Lead_Others
60/100Coordinate_or_Lead_Others
67/100Coordinate_or_Lead_Others
60/100Coordinate_or_Lead_Others
63/100Coordinate_or_Lead_Others
62/100Coordinate_or_Lead_Others
79/100Coordinate_or_Lead_Others
70/100Coordinate_or_Lead_Others
25/100Cramped_Work_Space_Awkward_Positions
24/100Cramped_Work_Space_Awkward_Positions
10/100Cramped_Work_Space_Awkward_Positions
11/100Cramped_Work_Space_Awkward_Positions
30/100Cramped_Work_Space_Awkward_Positions
20/100Cramped_Work_Space_Awkward_Positions
22/100Cramped_Work_Space_Awkward_Positions
22/100Cramped_Work_Space_Awkward_Positions
45/100Deal_With_External_Customers
54/100Deal_With_External_Customers
64/100Deal_With_External_Customers
64/100Deal_With_External_Customers
51/100Deal_With_External_Customers
58/100Deal_With_External_Customers
50/100Deal_With_External_Customers
50/100Deal_With_External_Customers
9/100Deal_With_Physically_Aggressive_People
0/100Deal_With_Physically_Aggressive_People
4/100Deal_With_Physically_Aggressive_People
2/100Deal_With_Physically_Aggressive_People
1/100Deal_With_Physically_Aggressive_People
7/100Deal_With_Physically_Aggressive_People
7/100Deal_With_Physically_Aggressive_People
7/100Deal_With_Physically_Aggressive_People
38/100Deal_With_Unpleasant_or_Angry_People
35/100Deal_With_Unpleasant_or_Angry_People
28/100Deal_With_Unpleasant_or_Angry_People
27/100Deal_With_Unpleasant_or_Angry_People
31/100Deal_With_Unpleasant_or_Angry_People
30/100Deal_With_Unpleasant_or_Angry_People
33/100Deal_With_Unpleasant_or_Angry_People
33/100Deal_With_Unpleasant_or_Angry_People
43/100Degree_of_Automation
33/100Degree_of_Automation
32/100Degree_of_Automation
26/100Degree_of_Automation
25/100Degree_of_Automation
21/100Degree_of_Automation
20/100Degree_of_Automation
23/100Degree_of_Automation
84/100Duration_of_Typical_Work_Week
73/100Duration_of_Typical_Work_Week
79/100Duration_of_Typical_Work_Week
70/100Duration_of_Typical_Work_Week
72/100Duration_of_Typical_Work_Week
87/100Duration_of_Typical_Work_Week
81/100Duration_of_Typical_Work_Week
81/100Duration_of_Typical_Work_Week
98/100Electronic_Mail
98/100Electronic_Mail
100/100Electronic_Mail
97/100Electronic_Mail
99/100Electronic_Mail
94/100Electronic_Mail
98/100Electronic_Mail
98/100Electronic_Mail
22/100Exposed_to_Contaminants
20/100Exposed_to_Contaminants
49/100Exposed_to_Contaminants
9/100Exposed_to_Contaminants
23/100Exposed_to_Contaminants
34/100Exposed_to_Contaminants
26/100Exposed_to_Contaminants
31/100Exposed_to_Contaminants
1/100Exposed_to_Disease_or_Infections
1/100Exposed_to_Disease_or_Infections
1/100Exposed_to_Disease_or_Infections
6/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Disease_or_Infections
10/100Exposed_to_Disease_or_Infections
48/100Exposed_to_Hazardous_Conditions
32/100Exposed_to_Hazardous_Conditions
61/100Exposed_to_Hazardous_Conditions
41/100Exposed_to_Hazardous_Conditions
27/100Exposed_to_Hazardous_Conditions
27/100Exposed_to_Hazardous_Conditions
11/100Exposed_to_Hazardous_Conditions
21/100Exposed_to_Hazardous_Conditions
34/100Exposed_to_Hazardous_Equipment
34/100Exposed_to_Hazardous_Equipment
51/100Exposed_to_Hazardous_Equipment
31/100Exposed_to_Hazardous_Equipment
28/100Exposed_to_Hazardous_Equipment
38/100Exposed_to_Hazardous_Equipment
17/100Exposed_to_Hazardous_Equipment
17/100Exposed_to_Hazardous_Equipment
13/100Exposed_to_High_Places
4/100Exposed_to_High_Places
54/100Exposed_to_High_Places
15/100Exposed_to_High_Places
14/100Exposed_to_High_Places
3/100Exposed_to_High_Places
6/100Exposed_to_High_Places
30/100Exposed_to_High_Places
10/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
31/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
13/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
14/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
11/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
9/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
8/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
8/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
12/100Exposed_to_Radiation
0/100Exposed_to_Radiation
25/100Exposed_to_Radiation
0/100Exposed_to_Radiation
15/100Exposed_to_Radiation
1/100Exposed_to_Radiation
1/100Exposed_to_Radiation
0/100Exposed_to_Radiation
2/100Exposed_to_Whole_Body_Vibration
3/100Exposed_to_Whole_Body_Vibration
0/100Exposed_to_Whole_Body_Vibration
6/100Exposed_to_Whole_Body_Vibration
11/100Exposed_to_Whole_Body_Vibration
1/100Exposed_to_Whole_Body_Vibration
1/100Exposed_to_Whole_Body_Vibration
0/100Exposed_to_Whole_Body_Vibration
30/100Extremely_Bright_or_Inadequate_Lighting
28/100Extremely_Bright_or_Inadequate_Lighting
32/100Extremely_Bright_or_Inadequate_Lighting
41/100Extremely_Bright_or_Inadequate_Lighting
25/100Extremely_Bright_or_Inadequate_Lighting
24/100Extremely_Bright_or_Inadequate_Lighting
11/100Extremely_Bright_or_Inadequate_Lighting
27/100Extremely_Bright_or_Inadequate_Lighting
95/100Face-to-Face_Discussions
96/100Face-to-Face_Discussions
91/100Face-to-Face_Discussions
86/100Face-to-Face_Discussions
93/100Face-to-Face_Discussions
93/100Face-to-Face_Discussions
90/100Face-to-Face_Discussions
80/100Face-to-Face_Discussions
79/100Freedom_to_Make_Decisions
76/100Freedom_to_Make_Decisions
75/100Freedom_to_Make_Decisions
81/100Freedom_to_Make_Decisions
83/100Freedom_to_Make_Decisions
86/100Freedom_to_Make_Decisions
72/100Freedom_to_Make_Decisions
80/100Freedom_to_Make_Decisions
49/100Frequency_of_Conflict_Situations
47/100Frequency_of_Conflict_Situations
40/100Frequency_of_Conflict_Situations
48/100Frequency_of_Conflict_Situations
36/100Frequency_of_Conflict_Situations
31/100Frequency_of_Conflict_Situations
38/100Frequency_of_Conflict_Situations
41/100Frequency_of_Conflict_Situations
57/100Frequency_of_Decision_Making
64/100Frequency_of_Decision_Making
81/100Frequency_of_Decision_Making
66/100Frequency_of_Decision_Making
58/100Frequency_of_Decision_Making
51/100Frequency_of_Decision_Making
60/100Frequency_of_Decision_Making
35/100Frequency_of_Decision_Making
75/100Impact_of_Decisions_on_Co-workers_or_Company_Results
69/100Impact_of_Decisions_on_Co-workers_or_Company_Results
63/100Impact_of_Decisions_on_Co-workers_or_Company_Results
80/100Impact_of_Decisions_on_Co-workers_or_Company_Results
71/100Impact_of_Decisions_on_Co-workers_or_Company_Results
57/100Impact_of_Decisions_on_Co-workers_or_Company_Results
60/100Impact_of_Decisions_on_Co-workers_or_Company_Results
52/100Impact_of_Decisions_on_Co-workers_or_Company_Results
74/100Importance_of_Being_Exact_or_Accurate
88/100Importance_of_Being_Exact_or_Accurate
88/100Importance_of_Being_Exact_or_Accurate
88/100Importance_of_Being_Exact_or_Accurate
79/100Importance_of_Being_Exact_or_Accurate
85/100Importance_of_Being_Exact_or_Accurate
80/100Importance_of_Being_Exact_or_Accurate
72/100Importance_of_Being_Exact_or_Accurate
56/100Importance_of_Repeating_Same_Tasks
48/100Importance_of_Repeating_Same_Tasks
35/100Importance_of_Repeating_Same_Tasks
41/100Importance_of_Repeating_Same_Tasks
40/100Importance_of_Repeating_Same_Tasks
37/100Importance_of_Repeating_Same_Tasks
43/100Importance_of_Repeating_Same_Tasks
43/100Importance_of_Repeating_Same_Tasks
56/100In_an_Enclosed_Vehicle_or_Equipment
27/100In_an_Enclosed_Vehicle_or_Equipment
33/100In_an_Enclosed_Vehicle_or_Equipment
5/100In_an_Enclosed_Vehicle_or_Equipment
21/100In_an_Enclosed_Vehicle_or_Equipment
28/100In_an_Enclosed_Vehicle_or_Equipment
39/100In_an_Enclosed_Vehicle_or_Equipment
9/100In_an_Enclosed_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
6/100In_an_Open_Vehicle_or_Equipment
21/100In_an_Open_Vehicle_or_Equipment
5/100In_an_Open_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
11/100In_an_Open_Vehicle_or_Equipment
2/100In_an_Open_Vehicle_or_Equipment
4/100In_an_Open_Vehicle_or_Equipment
87/100Indoors_Environmentally_Controlled
99/100Indoors_Environmentally_Controlled
93/100Indoors_Environmentally_Controlled
95/100Indoors_Environmentally_Controlled
92/100Indoors_Environmentally_Controlled
85/100Indoors_Environmentally_Controlled
77/100Indoors_Environmentally_Controlled
79/100Indoors_Environmentally_Controlled
8/100Indoors_Not_Environmentally_Controlled
22/100Indoors_Not_Environmentally_Controlled
51/100Indoors_Not_Environmentally_Controlled
36/100Indoors_Not_Environmentally_Controlled
21/100Indoors_Not_Environmentally_Controlled
21/100Indoors_Not_Environmentally_Controlled
49/100Indoors_Not_Environmentally_Controlled
64/100Indoors_Not_Environmentally_Controlled
60/100Letters_and_Memos
58/100Letters_and_Memos
56/100Letters_and_Memos
56/100Letters_and_Memos
53/100Letters_and_Memos
55/100Letters_and_Memos
52/100Letters_and_Memos
52/100Letters_and_Memos
61/100Level_of_Competition
64/100Level_of_Competition
52/100Level_of_Competition
55/100Level_of_Competition
57/100Level_of_Competition
63/100Level_of_Competition
62/100Level_of_Competition
47/100Level_of_Competition
68/100Outdoors_Exposed_to_Weather
33/100Outdoors_Exposed_to_Weather
4/100Outdoors_Exposed_to_Weather
25/100Outdoors_Exposed_to_Weather
10/100Outdoors_Exposed_to_Weather
9/100Outdoors_Exposed_to_Weather
28/100Outdoors_Exposed_to_Weather
29/100Outdoors_Exposed_to_Weather
29/100Outdoors_Under_Cover
25/100Outdoors_Under_Cover
45/100Outdoors_Under_Cover
4/100Outdoors_Under_Cover
13/100Outdoors_Under_Cover
13/100Outdoors_Under_Cover
23/100Outdoors_Under_Cover
3/100Outdoors_Under_Cover
38/100Pace_Determined_by_Speed_of_Equipment
14/100Pace_Determined_by_Speed_of_Equipment
6/100Pace_Determined_by_Speed_of_Equipment
24/100Pace_Determined_by_Speed_of_Equipment
22/100Pace_Determined_by_Speed_of_Equipment
7/100Pace_Determined_by_Speed_of_Equipment
7/100Pace_Determined_by_Speed_of_Equipment
10/100Pace_Determined_by_Speed_of_Equipment
41/100Physical_Proximity
45/100Physical_Proximity
44/100Physical_Proximity
38/100Physical_Proximity
47/100Physical_Proximity
55/100Physical_Proximity
55/100Physical_Proximity
56/100Physical_Proximity
33/100Public_Speaking
31/100Public_Speaking
41/100Public_Speaking
40/100Public_Speaking
39/100Public_Speaking
45/100Public_Speaking
45/100Public_Speaking
38/100Public_Speaking
62/100Responsibility_for_Outcomes_and_Results
61/100Responsibility_for_Outcomes_and_Results
67/100Responsibility_for_Outcomes_and_Results
70/100Responsibility_for_Outcomes_and_Results
49/100Responsibility_for_Outcomes_and_Results
60/100Responsibility_for_Outcomes_and_Results
50/100Responsibility_for_Outcomes_and_Results
48/100Responsibility_for_Outcomes_and_Results
46/100Responsible_for_Others_Health_and_Safety
76/100Responsible_for_Others_Health_and_Safety
60/100Responsible_for_Others_Health_and_Safety
73/100Responsible_for_Others_Health_and_Safety
71/100Responsible_for_Others_Health_and_Safety
58/100Responsible_for_Others_Health_and_Safety
45/100Responsible_for_Others_Health_and_Safety
28/100Responsible_for_Others_Health_and_Safety
61/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
34/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
25/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
39/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
42/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
47/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
51/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
50/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
26/100Spend_Time_Bending_or_Twisting_the_Body
6/100Spend_Time_Bending_or_Twisting_the_Body
6/100Spend_Time_Bending_or_Twisting_the_Body
12/100Spend_Time_Bending_or_Twisting_the_Body
19/100Spend_Time_Bending_or_Twisting_the_Body
18/100Spend_Time_Bending_or_Twisting_the_Body
18/100Spend_Time_Bending_or_Twisting_the_Body
17/100Spend_Time_Bending_or_Twisting_the_Body
23/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
30/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
3/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
8/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
6/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
9/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
7/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
12/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
3/100Spend_Time_Keeping_or_Regaining_Balance
22/100Spend_Time_Keeping_or_Regaining_Balance
4/100Spend_Time_Keeping_or_Regaining_Balance
8/100Spend_Time_Keeping_or_Regaining_Balance
4/100Spend_Time_Keeping_or_Regaining_Balance
9/100Spend_Time_Keeping_or_Regaining_Balance
3/100Spend_Time_Keeping_or_Regaining_Balance
10/100Spend_Time_Keeping_or_Regaining_Balance
25/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
10/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
18/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
23/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
14/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
6/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
7/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
9/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
19/100Spend_Time_Making_Repetitive_Motions
18/100Spend_Time_Making_Repetitive_Motions
25/100Spend_Time_Making_Repetitive_Motions
33/100Spend_Time_Making_Repetitive_Motions
25/100Spend_Time_Making_Repetitive_Motions
37/100Spend_Time_Making_Repetitive_Motions
22/100Spend_Time_Making_Repetitive_Motions
22/100Spend_Time_Making_Repetitive_Motions
70/100Spend_Time_Sitting
80/100Spend_Time_Sitting
59/100Spend_Time_Sitting
64/100Spend_Time_Sitting
67/100Spend_Time_Sitting
61/100Spend_Time_Sitting
61/100Spend_Time_Sitting
88/100Spend_Time_Sitting
23/100Spend_Time_Standing
43/100Spend_Time_Standing
42/100Spend_Time_Standing
35/100Spend_Time_Standing
34/100Spend_Time_Standing
27/100Spend_Time_Standing
29/100Spend_Time_Standing
37/100Spend_Time_Standing
37/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
45/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
42/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
41/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
47/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
22/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
17/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
51/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
12/100Spend_Time_Walking_and_Running
15/100Spend_Time_Walking_and_Running
32/100Spend_Time_Walking_and_Running
19/100Spend_Time_Walking_and_Running
23/100Spend_Time_Walking_and_Running
22/100Spend_Time_Walking_and_Running
22/100Spend_Time_Walking_and_Running
25/100Spend_Time_Walking_and_Running
77/100Structured_versus_Unstructured_Work
86/100Structured_versus_Unstructured_Work
78/100Structured_versus_Unstructured_Work
83/100Structured_versus_Unstructured_Work
80/100Structured_versus_Unstructured_Work
80/100Structured_versus_Unstructured_Work
76/100Structured_versus_Unstructured_Work
64/100Structured_versus_Unstructured_Work
97/100Telephone
79/100Telephone
82/100Telephone
93/100Telephone
85/100Telephone
87/100Telephone
81/100Telephone
81/100Telephone
68/100Time_Pressure
72/100Time_Pressure
66/100Time_Pressure
73/100Time_Pressure
59/100Time_Pressure
57/100Time_Pressure
57/100Time_Pressure
57/100Time_Pressure
22/100Very_Hot_or_Cold_Temperatures
7/100Very_Hot_or_Cold_Temperatures
5/100Very_Hot_or_Cold_Temperatures
19/100Very_Hot_or_Cold_Temperatures
43/100Very_Hot_or_Cold_Temperatures
36/100Very_Hot_or_Cold_Temperatures
6/100Very_Hot_or_Cold_Temperatures
29/100Very_Hot_or_Cold_Temperatures
81/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
29/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
51/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
72/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
35/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
60/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
67/100Wear_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
48/100Wear_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
6/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
13/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
56/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
27/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
8/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
31/100Work_Schedules
14/100Work_Schedules
2/100Work_Schedules
13/100Work_Schedules
12/100Work_Schedules
12/100Work_Schedules
19/100Work_Schedules
13/100Work_Schedules
86/100Work_With_Work_Group_or_Team
77/100Work_With_Work_Group_or_Team
84/100Work_With_Work_Group_or_Team
81/100Work_With_Work_Group_or_Team
81/100Work_With_Work_Group_or_Team
87/100Work_With_Work_Group_or_Team
83/100Work_With_Work_Group_or_Team
90/100Work_With_Work_Group_or_Team