Given the moderate levels of automatability and technical feasibility, combined with ethical considerations and the low tolerance for error, the risk of full AI displacement is relatively low at this stage. Partial automation is feasible and economically beneficial, but complete replacement remains unlikely due to the complexity and human elements involved.
30/100Consequence_of_Error
70/100Consequence_of_Error
56/100Consequence_of_Error
90/100Contact_With_Others
91/100Contact_With_Others
100/100Contact_With_Others
70/100Coordinate_or_Lead_Others
65/100Coordinate_or_Lead_Others
55/100Coordinate_or_Lead_Others
72/100Cramped_Work_Space_Awkward_Positions
11/100Cramped_Work_Space_Awkward_Positions
18/100Cramped_Work_Space_Awkward_Positions
76/100Deal_With_External_Customers
98/100Deal_With_External_Customers
83/100Deal_With_External_Customers
25/100Deal_With_Physically_Aggressive_People
23/100Deal_With_Physically_Aggressive_People
40/100Deal_With_Physically_Aggressive_People
70/100Deal_With_Unpleasant_or_Angry_People
73/100Deal_With_Unpleasant_or_Angry_People
65/100Deal_With_Unpleasant_or_Angry_People
43/100Degree_of_Automation
27/100Degree_of_Automation
38/100Degree_of_Automation
63/100Duration_of_Typical_Work_Week
60/100Duration_of_Typical_Work_Week
42/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
88/100Electronic_Mail
91/100Electronic_Mail
10/100Exposed_to_Contaminants
23/100Exposed_to_Contaminants
72/100Exposed_to_Contaminants
79/100Exposed_to_Disease_or_Infections
70/100Exposed_to_Disease_or_Infections
87/100Exposed_to_Disease_or_Infections
40/100Exposed_to_Hazardous_Conditions
0/100Exposed_to_Hazardous_Conditions
11/100Exposed_to_Hazardous_Conditions
6/100Exposed_to_Hazardous_Equipment
6/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
0/100Exposed_to_High_Places
0/100Exposed_to_High_Places
10/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
6/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
2/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
8/100Exposed_to_Radiation
50/100Exposed_to_Radiation
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
0/100Exposed_to_Whole_Body_Vibration
3/100Exposed_to_Whole_Body_Vibration
31/100Extremely_Bright_or_Inadequate_Lighting
14/100Extremely_Bright_or_Inadequate_Lighting
15/100Extremely_Bright_or_Inadequate_Lighting
99/100Face-to-Face_Discussions
98/100Face-to-Face_Discussions
96/100Face-to-Face_Discussions
79/100Freedom_to_Make_Decisions
83/100Freedom_to_Make_Decisions
73/100Freedom_to_Make_Decisions
68/100Frequency_of_Conflict_Situations
54/100Frequency_of_Conflict_Situations
44/100Frequency_of_Conflict_Situations
82/100Frequency_of_Decision_Making
58/100Frequency_of_Decision_Making
79/100Frequency_of_Decision_Making
74/100Impact_of_Decisions_on_Co-workers_or_Company_Results
75/100Impact_of_Decisions_on_Co-workers_or_Company_Results
62/100Impact_of_Decisions_on_Co-workers_or_Company_Results
94/100Importance_of_Being_Exact_or_Accurate
83/100Importance_of_Being_Exact_or_Accurate
89/100Importance_of_Being_Exact_or_Accurate
88/100Importance_of_Repeating_Same_Tasks
70/100Importance_of_Repeating_Same_Tasks
55/100Importance_of_Repeating_Same_Tasks
6/100In_an_Enclosed_Vehicle_or_Equipment
5/100In_an_Enclosed_Vehicle_or_Equipment
4/100In_an_Enclosed_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
100/100Indoors_Environmentally_Controlled
83/100Indoors_Environmentally_Controlled
100/100Indoors_Environmentally_Controlled
7/100Indoors_Not_Environmentally_Controlled
2/100Indoors_Not_Environmentally_Controlled
3/100Indoors_Not_Environmentally_Controlled
67/100Letters_and_Memos
53/100Letters_and_Memos
63/100Letters_and_Memos
40/100Level_of_Competition
48/100Level_of_Competition
33/100Level_of_Competition
6/100Outdoors_Exposed_to_Weather
1/100Outdoors_Exposed_to_Weather
0/100Outdoors_Exposed_to_Weather
6/100Outdoors_Under_Cover
1/100Outdoors_Under_Cover
0/100Outdoors_Under_Cover
9/100Pace_Determined_by_Speed_of_Equipment
15/100Pace_Determined_by_Speed_of_Equipment
18/100Pace_Determined_by_Speed_of_Equipment
87/100Physical_Proximity
75/100Physical_Proximity
86/100Physical_Proximity
17/100Public_Speaking
20/100Public_Speaking
22/100Public_Speaking
46/100Responsibility_for_Outcomes_and_Results
55/100Responsibility_for_Outcomes_and_Results
49/100Responsibility_for_Outcomes_and_Results
57/100Responsible_for_Others_Health_and_Safety
58/100Responsible_for_Others_Health_and_Safety
45/100Responsible_for_Others_Health_and_Safety
26/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
51/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
54/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
26/100Spend_Time_Bending_or_Twisting_the_Body
36/100Spend_Time_Bending_or_Twisting_the_Body
30/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
1/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
13/100Spend_Time_Keeping_or_Regaining_Balance
4/100Spend_Time_Keeping_or_Regaining_Balance
6/100Spend_Time_Keeping_or_Regaining_Balance
27/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
13/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
17/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
58/100Spend_Time_Making_Repetitive_Motions
53/100Spend_Time_Making_Repetitive_Motions
48/100Spend_Time_Making_Repetitive_Motions
51/100Spend_Time_Sitting
81/100Spend_Time_Sitting
58/100Spend_Time_Sitting
53/100Spend_Time_Standing
31/100Spend_Time_Standing
48/100Spend_Time_Standing
71/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
50/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
69/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
44/100Spend_Time_Walking_and_Running
44/100Spend_Time_Walking_and_Running
39/100Spend_Time_Walking_and_Running
62/100Structured_versus_Unstructured_Work
70/100Structured_versus_Unstructured_Work
64/100Structured_versus_Unstructured_Work
90/100Telephone
100/100Telephone
86/100Telephone
82/100Time_Pressure
52/100Time_Pressure
61/100Time_Pressure
5/100Very_Hot_or_Cold_Temperatures
17/100Very_Hot_or_Cold_Temperatures
0/100Very_Hot_or_Cold_Temperatures
82/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
54/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
25/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
50/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
1/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
9/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
3/100Work_Schedules
12/100Work_Schedules
5/100Work_Schedules
88/100Work_With_Work_Group_or_Team
88/100Work_With_Work_Group_or_Team
94/100Work_With_Work_Group_or_Team