While AI can support and enhance certain aspects of the job, such as data collection and preliminary analysis, the core responsibilities involving human judgment, creativity, and emotional intelligence remain largely irreplaceable. Economic benefits exist but are balanced by high implementation costs and significant human oversight requirements.
32/100Consequence_of_Error
25/100Consequence_of_Error
39/100Consequence_of_Error
26/100Consequence_of_Error
80/100Contact_With_Others
76/100Contact_With_Others
78/100Contact_With_Others
64/100Contact_With_Others
66/100Coordinate_or_Lead_Others
62/100Coordinate_or_Lead_Others
52/100Coordinate_or_Lead_Others
67/100Coordinate_or_Lead_Others
9/100Cramped_Work_Space_Awkward_Positions
7/100Cramped_Work_Space_Awkward_Positions
1/100Cramped_Work_Space_Awkward_Positions
4/100Cramped_Work_Space_Awkward_Positions
41/100Deal_With_External_Customers
53/100Deal_With_External_Customers
64/100Deal_With_External_Customers
80/100Deal_With_External_Customers
5/100Deal_With_Physically_Aggressive_People
6/100Deal_With_Physically_Aggressive_People
4/100Deal_With_Physically_Aggressive_People
2/100Deal_With_Physically_Aggressive_People
39/100Deal_With_Unpleasant_or_Angry_People
25/100Deal_With_Unpleasant_or_Angry_People
24/100Deal_With_Unpleasant_or_Angry_People
33/100Deal_With_Unpleasant_or_Angry_People
15/100Degree_of_Automation
11/100Degree_of_Automation
10/100Degree_of_Automation
13/100Degree_of_Automation
74/100Duration_of_Typical_Work_Week
74/100Duration_of_Typical_Work_Week
52/100Duration_of_Typical_Work_Week
72/100Duration_of_Typical_Work_Week
97/100Electronic_Mail
97/100Electronic_Mail
96/100Electronic_Mail
98/100Electronic_Mail
21/100Exposed_to_Contaminants
20/100Exposed_to_Contaminants
38/100Exposed_to_Contaminants
3/100Exposed_to_Contaminants
6/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Disease_or_Infections
7/100Exposed_to_Disease_or_Infections
2/100Exposed_to_Disease_or_Infections
30/100Exposed_to_Hazardous_Conditions
0/100Exposed_to_Hazardous_Conditions
9/100Exposed_to_Hazardous_Conditions
11/100Exposed_to_Hazardous_Conditions
1/100Exposed_to_Hazardous_Equipment
29/100Exposed_to_Hazardous_Equipment
9/100Exposed_to_Hazardous_Equipment
12/100Exposed_to_Hazardous_Equipment
8/100Exposed_to_High_Places
1/100Exposed_to_High_Places
4/100Exposed_to_High_Places
3/100Exposed_to_High_Places
46/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
15/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
4/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
2/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
1/100Exposed_to_Radiation
2/100Exposed_to_Radiation
0/100Exposed_to_Radiation
8/100Exposed_to_Whole_Body_Vibration
0/100Exposed_to_Whole_Body_Vibration
2/100Exposed_to_Whole_Body_Vibration
2/100Exposed_to_Whole_Body_Vibration
30/100Extremely_Bright_or_Inadequate_Lighting
13/100Extremely_Bright_or_Inadequate_Lighting
16/100Extremely_Bright_or_Inadequate_Lighting
2/100Extremely_Bright_or_Inadequate_Lighting
90/100Face-to-Face_Discussions
91/100Face-to-Face_Discussions
85/100Face-to-Face_Discussions
91/100Face-to-Face_Discussions
84/100Freedom_to_Make_Decisions
78/100Freedom_to_Make_Decisions
82/100Freedom_to_Make_Decisions
68/100Freedom_to_Make_Decisions
49/100Frequency_of_Conflict_Situations
47/100Frequency_of_Conflict_Situations
35/100Frequency_of_Conflict_Situations
31/100Frequency_of_Conflict_Situations
56/100Frequency_of_Decision_Making
46/100Frequency_of_Decision_Making
44/100Frequency_of_Decision_Making
48/100Frequency_of_Decision_Making
56/100Impact_of_Decisions_on_Co-workers_or_Company_Results
56/100Impact_of_Decisions_on_Co-workers_or_Company_Results
60/100Impact_of_Decisions_on_Co-workers_or_Company_Results
57/100Impact_of_Decisions_on_Co-workers_or_Company_Results
77/100Importance_of_Being_Exact_or_Accurate
52/100Importance_of_Being_Exact_or_Accurate
73/100Importance_of_Being_Exact_or_Accurate
71/100Importance_of_Being_Exact_or_Accurate
25/100Importance_of_Repeating_Same_Tasks
28/100Importance_of_Repeating_Same_Tasks
39/100Importance_of_Repeating_Same_Tasks
51/100Importance_of_Repeating_Same_Tasks
66/100In_an_Enclosed_Vehicle_or_Equipment
14/100In_an_Enclosed_Vehicle_or_Equipment
25/100In_an_Enclosed_Vehicle_or_Equipment
47/100In_an_Enclosed_Vehicle_or_Equipment
24/100In_an_Open_Vehicle_or_Equipment
7/100In_an_Open_Vehicle_or_Equipment
8/100In_an_Open_Vehicle_or_Equipment
2/100In_an_Open_Vehicle_or_Equipment
87/100Indoors_Environmentally_Controlled
59/100Indoors_Environmentally_Controlled
65/100Indoors_Environmentally_Controlled
64/100Indoors_Environmentally_Controlled
39/100Indoors_Not_Environmentally_Controlled
27/100Indoors_Not_Environmentally_Controlled
29/100Indoors_Not_Environmentally_Controlled
10/100Indoors_Not_Environmentally_Controlled
59/100Letters_and_Memos
69/100Letters_and_Memos
64/100Letters_and_Memos
63/100Letters_and_Memos
60/100Level_of_Competition
60/100Level_of_Competition
60/100Level_of_Competition
57/100Level_of_Competition
12/100Outdoors_Exposed_to_Weather
63/100Outdoors_Exposed_to_Weather
38/100Outdoors_Exposed_to_Weather
23/100Outdoors_Exposed_to_Weather
30/100Outdoors_Under_Cover
30/100Outdoors_Under_Cover
7/100Outdoors_Under_Cover
20/100Outdoors_Under_Cover
8/100Pace_Determined_by_Speed_of_Equipment
3/100Pace_Determined_by_Speed_of_Equipment
2/100Pace_Determined_by_Speed_of_Equipment
1/100Pace_Determined_by_Speed_of_Equipment
44/100Physical_Proximity
36/100Physical_Proximity
47/100Physical_Proximity
40/100Physical_Proximity
45/100Public_Speaking
40/100Public_Speaking
44/100Public_Speaking
38/100Public_Speaking
59/100Responsibility_for_Outcomes_and_Results
49/100Responsibility_for_Outcomes_and_Results
52/100Responsibility_for_Outcomes_and_Results
57/100Responsibility_for_Outcomes_and_Results
32/100Responsible_for_Others_Health_and_Safety
38/100Responsible_for_Others_Health_and_Safety
50/100Responsible_for_Others_Health_and_Safety
19/100Responsible_for_Others_Health_and_Safety
33/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
24/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
23/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
26/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
10/100Spend_Time_Bending_or_Twisting_the_Body
1/100Spend_Time_Bending_or_Twisting_the_Body
5/100Spend_Time_Bending_or_Twisting_the_Body
15/100Spend_Time_Bending_or_Twisting_the_Body
3/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
3/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
6/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
2/100Spend_Time_Keeping_or_Regaining_Balance
0/100Spend_Time_Keeping_or_Regaining_Balance
13/100Spend_Time_Keeping_or_Regaining_Balance
5/100Spend_Time_Keeping_or_Regaining_Balance
9/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
0/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
15/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
4/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
26/100Spend_Time_Making_Repetitive_Motions
18/100Spend_Time_Making_Repetitive_Motions
33/100Spend_Time_Making_Repetitive_Motions
38/100Spend_Time_Making_Repetitive_Motions
81/100Spend_Time_Sitting
63/100Spend_Time_Sitting
79/100Spend_Time_Sitting
85/100Spend_Time_Sitting
23/100Spend_Time_Standing
24/100Spend_Time_Standing
41/100Spend_Time_Standing
26/100Spend_Time_Standing
13/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
16/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
25/100Spend_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
33/100Spend_Time_Walking_and_Running
28/100Spend_Time_Walking_and_Running
14/100Spend_Time_Walking_and_Running
10/100Spend_Time_Walking_and_Running
85/100Structured_versus_Unstructured_Work
85/100Structured_versus_Unstructured_Work
77/100Structured_versus_Unstructured_Work
74/100Structured_versus_Unstructured_Work
91/100Telephone
89/100Telephone
81/100Telephone
92/100Telephone
61/100Time_Pressure
59/100Time_Pressure
57/100Time_Pressure
70/100Time_Pressure
8/100Very_Hot_or_Cold_Temperatures
44/100Very_Hot_or_Cold_Temperatures
18/100Very_Hot_or_Cold_Temperatures
11/100Very_Hot_or_Cold_Temperatures
32/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
3/100Wear_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
14/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
6/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
0/100Wear_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
8/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
11/100Work_Schedules
32/100Work_Schedules
2/100Work_Schedules
20/100Work_Schedules
84/100Work_With_Work_Group_or_Team
87/100Work_With_Work_Group_or_Team
92/100Work_With_Work_Group_or_Team
73/100Work_With_Work_Group_or_Team