While AI can assist and automate many routine aspects of the job, human oversight is necessary for decision-making and safety. Economic incentives and technical feasibility support partial automation, but full displacement by AI is unlikely in the near term.
66/100Consequence_of_Error
97/100Contact_With_Others
74/100Coordinate_or_Lead_Others
42/100Cramped_Work_Space_Awkward_Positions
81/100Deal_With_External_Customers
25/100Deal_With_Physically_Aggressive_People
68/100Deal_With_Unpleasant_or_Angry_People
39/100Degree_of_Automation
68/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
62/100Exposed_to_Contaminants
10/100Exposed_to_Disease_or_Infections
31/100Exposed_to_Hazardous_Conditions
65/100Exposed_to_Hazardous_Equipment
30/100Exposed_to_High_Places
25/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
5/100Exposed_to_Radiation
9/100Exposed_to_Whole_Body_Vibration
38/100Extremely_Bright_or_Inadequate_Lighting
99/100Face-to-Face_Discussions
87/100Freedom_to_Make_Decisions
76/100Frequency_of_Conflict_Situations
92/100Frequency_of_Decision_Making
90/100Impact_of_Decisions_on_Co-workers_or_Company_Results
89/100Importance_of_Being_Exact_or_Accurate
72/100Importance_of_Repeating_Same_Tasks
81/100In_an_Enclosed_Vehicle_or_Equipment
74/100In_an_Open_Vehicle_or_Equipment
77/100Indoors_Environmentally_Controlled
87/100Indoors_Not_Environmentally_Controlled
66/100Letters_and_Memos
46/100Level_of_Competition
85/100Outdoors_Exposed_to_Weather
47/100Outdoors_Under_Cover
44/100Pace_Determined_by_Speed_of_Equipment
68/100Physical_Proximity
43/100Public_Speaking
85/100Responsibility_for_Outcomes_and_Results
89/100Responsible_for_Others_Health_and_Safety
91/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
49/100Spend_Time_Bending_or_Twisting_the_Body
20/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
20/100Spend_Time_Keeping_or_Regaining_Balance
31/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
54/100Spend_Time_Making_Repetitive_Motions
37/100Spend_Time_Sitting
63/100Spend_Time_Standing
58/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
53/100Spend_Time_Walking_and_Running
87/100Structured_versus_Unstructured_Work
99/100Telephone
92/100Time_Pressure
60/100Very_Hot_or_Cold_Temperatures
84/100Wear_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
20/100Work_Schedules
96/100Work_With_Work_Group_or_Team