While there is potential for partial automation in administrative and routine supervisory tasks, the need for human presence, judgment, and high levels of interaction significantly limits the immediate risk of full displacement by AI.
51/100Consequence_of_Error
52/100Consequence_of_Error
92/100Contact_With_Others
98/100Contact_With_Others
78/100Coordinate_or_Lead_Others
80/100Coordinate_or_Lead_Others
44/100Cramped_Work_Space_Awkward_Positions
16/100Cramped_Work_Space_Awkward_Positions
67/100Deal_With_External_Customers
83/100Deal_With_External_Customers
14/100Deal_With_Physically_Aggressive_People
15/100Deal_With_Physically_Aggressive_People
72/100Deal_With_Unpleasant_or_Angry_People
61/100Deal_With_Unpleasant_or_Angry_People
45/100Degree_of_Automation
31/100Degree_of_Automation
81/100Duration_of_Typical_Work_Week
86/100Duration_of_Typical_Work_Week
95/100Electronic_Mail
95/100Electronic_Mail
77/100Exposed_to_Contaminants
82/100Exposed_to_Contaminants
27/100Exposed_to_Disease_or_Infections
2/100Exposed_to_Disease_or_Infections
16/100Exposed_to_Hazardous_Conditions
32/100Exposed_to_Hazardous_Conditions
64/100Exposed_to_Hazardous_Equipment
61/100Exposed_to_Hazardous_Equipment
11/100Exposed_to_High_Places
30/100Exposed_to_High_Places
44/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
34/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
0/100Exposed_to_Radiation
6/100Exposed_to_Whole_Body_Vibration
15/100Exposed_to_Whole_Body_Vibration
37/100Extremely_Bright_or_Inadequate_Lighting
33/100Extremely_Bright_or_Inadequate_Lighting
99/100Face-to-Face_Discussions
97/100Face-to-Face_Discussions
91/100Freedom_to_Make_Decisions
90/100Freedom_to_Make_Decisions
66/100Frequency_of_Conflict_Situations
55/100Frequency_of_Conflict_Situations
85/100Frequency_of_Decision_Making
92/100Frequency_of_Decision_Making
88/100Impact_of_Decisions_on_Co-workers_or_Company_Results
88/100Impact_of_Decisions_on_Co-workers_or_Company_Results
71/100Importance_of_Being_Exact_or_Accurate
90/100Importance_of_Being_Exact_or_Accurate
56/100Importance_of_Repeating_Same_Tasks
82/100Importance_of_Repeating_Same_Tasks
65/100In_an_Enclosed_Vehicle_or_Equipment
34/100In_an_Enclosed_Vehicle_or_Equipment
32/100In_an_Open_Vehicle_or_Equipment
18/100In_an_Open_Vehicle_or_Equipment
61/100Indoors_Environmentally_Controlled
60/100Indoors_Environmentally_Controlled
69/100Indoors_Not_Environmentally_Controlled
78/100Indoors_Not_Environmentally_Controlled
69/100Letters_and_Memos
63/100Letters_and_Memos
35/100Level_of_Competition
61/100Level_of_Competition
39/100Outdoors_Exposed_to_Weather
78/100Outdoors_Exposed_to_Weather
51/100Outdoors_Under_Cover
16/100Outdoors_Under_Cover
45/100Pace_Determined_by_Speed_of_Equipment
27/100Pace_Determined_by_Speed_of_Equipment
52/100Physical_Proximity
65/100Physical_Proximity
41/100Public_Speaking
57/100Public_Speaking
94/100Responsibility_for_Outcomes_and_Results
76/100Responsibility_for_Outcomes_and_Results
75/100Responsible_for_Others_Health_and_Safety
93/100Responsible_for_Others_Health_and_Safety
77/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
63/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
27/100Spend_Time_Bending_or_Twisting_the_Body
41/100Spend_Time_Bending_or_Twisting_the_Body
5/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
13/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
16/100Spend_Time_Keeping_or_Regaining_Balance
17/100Spend_Time_Keeping_or_Regaining_Balance
11/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
23/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
46/100Spend_Time_Making_Repetitive_Motions
32/100Spend_Time_Making_Repetitive_Motions
60/100Spend_Time_Sitting
50/100Spend_Time_Sitting
49/100Spend_Time_Standing
54/100Spend_Time_Standing
38/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
46/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
35/100Spend_Time_Walking_and_Running
55/100Spend_Time_Walking_and_Running
88/100Structured_versus_Unstructured_Work
93/100Structured_versus_Unstructured_Work
99/100Telephone
96/100Telephone
93/100Time_Pressure
67/100Time_Pressure
56/100Very_Hot_or_Cold_Temperatures
71/100Very_Hot_or_Cold_Temperatures
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
17/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
7/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
23/100Work_Schedules
7/100Work_Schedules
97/100Work_With_Work_Group_or_Team
85/100Work_With_Work_Group_or_Team