While AI can assist with many routine tasks and provide support in decision-making, the strategic and emotional components of the role still necessitate human involvement. There are strong economic incentives, but significant challenges remain for full automation.
51/100Consequence_of_Error
34/100Consequence_of_Error
91/100Contact_With_Others
89/100Contact_With_Others
78/100Coordinate_or_Lead_Others
73/100Coordinate_or_Lead_Others
13/100Cramped_Work_Space_Awkward_Positions
8/100Cramped_Work_Space_Awkward_Positions
68/100Deal_With_External_Customers
68/100Deal_With_External_Customers
16/100Deal_With_Physically_Aggressive_People
8/100Deal_With_Physically_Aggressive_People
59/100Deal_With_Unpleasant_or_Angry_People
59/100Deal_With_Unpleasant_or_Angry_People
38/100Degree_of_Automation
38/100Degree_of_Automation
88/100Duration_of_Typical_Work_Week
93/100Duration_of_Typical_Work_Week
98/100Electronic_Mail
100/100Electronic_Mail
16/100Exposed_to_Contaminants
36/100Exposed_to_Contaminants
3/100Exposed_to_Disease_or_Infections
6/100Exposed_to_Disease_or_Infections
6/100Exposed_to_Hazardous_Conditions
19/100Exposed_to_Hazardous_Conditions
33/100Exposed_to_Hazardous_Equipment
7/100Exposed_to_Hazardous_Equipment
13/100Exposed_to_High_Places
18/100Exposed_to_High_Places
13/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
4/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
3/100Exposed_to_Radiation
3/100Exposed_to_Radiation
5/100Exposed_to_Whole_Body_Vibration
5/100Exposed_to_Whole_Body_Vibration
24/100Extremely_Bright_or_Inadequate_Lighting
22/100Extremely_Bright_or_Inadequate_Lighting
98/100Face-to-Face_Discussions
95/100Face-to-Face_Discussions
76/100Freedom_to_Make_Decisions
79/100Freedom_to_Make_Decisions
70/100Frequency_of_Conflict_Situations
66/100Frequency_of_Conflict_Situations
65/100Frequency_of_Decision_Making
85/100Frequency_of_Decision_Making
76/100Impact_of_Decisions_on_Co-workers_or_Company_Results
67/100Impact_of_Decisions_on_Co-workers_or_Company_Results
75/100Importance_of_Being_Exact_or_Accurate
77/100Importance_of_Being_Exact_or_Accurate
56/100Importance_of_Repeating_Same_Tasks
43/100Importance_of_Repeating_Same_Tasks
52/100In_an_Enclosed_Vehicle_or_Equipment
35/100In_an_Enclosed_Vehicle_or_Equipment
27/100In_an_Open_Vehicle_or_Equipment
13/100In_an_Open_Vehicle_or_Equipment
81/100Indoors_Environmentally_Controlled
79/100Indoors_Environmentally_Controlled
51/100Indoors_Not_Environmentally_Controlled
66/100Indoors_Not_Environmentally_Controlled
69/100Letters_and_Memos
75/100Letters_and_Memos
64/100Level_of_Competition
59/100Level_of_Competition
44/100Outdoors_Exposed_to_Weather
28/100Outdoors_Exposed_to_Weather
25/100Outdoors_Under_Cover
20/100Outdoors_Under_Cover
16/100Pace_Determined_by_Speed_of_Equipment
25/100Pace_Determined_by_Speed_of_Equipment
51/100Physical_Proximity
47/100Physical_Proximity
41/100Public_Speaking
44/100Public_Speaking
80/100Responsibility_for_Outcomes_and_Results
77/100Responsibility_for_Outcomes_and_Results
74/100Responsible_for_Others_Health_and_Safety
74/100Responsible_for_Others_Health_and_Safety
54/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
50/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
20/100Spend_Time_Bending_or_Twisting_the_Body
8/100Spend_Time_Bending_or_Twisting_the_Body
8/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
5/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
12/100Spend_Time_Keeping_or_Regaining_Balance
3/100Spend_Time_Keeping_or_Regaining_Balance
4/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
13/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
30/100Spend_Time_Making_Repetitive_Motions
42/100Spend_Time_Making_Repetitive_Motions
74/100Spend_Time_Sitting
65/100Spend_Time_Sitting
38/100Spend_Time_Standing
33/100Spend_Time_Standing
46/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
20/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
24/100Spend_Time_Walking_and_Running
34/100Spend_Time_Walking_and_Running
80/100Structured_versus_Unstructured_Work
75/100Structured_versus_Unstructured_Work
97/100Telephone
100/100Telephone
85/100Time_Pressure
86/100Time_Pressure
32/100Very_Hot_or_Cold_Temperatures
30/100Very_Hot_or_Cold_Temperatures
49/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
56/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
16/100Wear_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
15/100Work_Schedules
15/100Work_Schedules
86/100Work_With_Work_Group_or_Team
90/100Work_With_Work_Group_or_Team