While some aspects of the job can be automated, the complexity, need for human judgment, and safety concerns make full displacement by AI unlikely in the near term. Partial automation is feasible, but human oversight remains essential.
83/100Consequence_of_Error
90/100Contact_With_Others
73/100Coordinate_or_Lead_Others
50/100Cramped_Work_Space_Awkward_Positions
62/100Deal_With_External_Customers
15/100Deal_With_Physically_Aggressive_People
48/100Deal_With_Unpleasant_or_Angry_People
20/100Degree_of_Automation
89/100Duration_of_Typical_Work_Week
68/100Electronic_Mail
72/100Exposed_to_Contaminants
17/100Exposed_to_Disease_or_Infections
50/100Exposed_to_Hazardous_Conditions
55/100Exposed_to_Hazardous_Equipment
49/100Exposed_to_High_Places
55/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
9/100Exposed_to_Radiation
60/100Exposed_to_Whole_Body_Vibration
77/100Extremely_Bright_or_Inadequate_Lighting
95/100Face-to-Face_Discussions
89/100Freedom_to_Make_Decisions
55/100Frequency_of_Conflict_Situations
91/100Frequency_of_Decision_Making
90/100Impact_of_Decisions_on_Co-workers_or_Company_Results
77/100Importance_of_Being_Exact_or_Accurate
64/100Importance_of_Repeating_Same_Tasks
81/100In_an_Enclosed_Vehicle_or_Equipment
56/100In_an_Open_Vehicle_or_Equipment
47/100Indoors_Environmentally_Controlled
70/100Indoors_Not_Environmentally_Controlled
53/100Letters_and_Memos
60/100Level_of_Competition
84/100Outdoors_Exposed_to_Weather
51/100Outdoors_Under_Cover
46/100Pace_Determined_by_Speed_of_Equipment
72/100Physical_Proximity
39/100Public_Speaking
77/100Responsibility_for_Outcomes_and_Results
87/100Responsible_for_Others_Health_and_Safety
86/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
47/100Spend_Time_Bending_or_Twisting_the_Body
35/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
46/100Spend_Time_Keeping_or_Regaining_Balance
21/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
52/100Spend_Time_Making_Repetitive_Motions
47/100Spend_Time_Sitting
60/100Spend_Time_Standing
83/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
37/100Spend_Time_Walking_and_Running
84/100Structured_versus_Unstructured_Work
85/100Telephone
75/100Time_Pressure
64/100Very_Hot_or_Cold_Temperatures
83/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
27/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
33/100Work_Schedules
86/100Work_With_Work_Group_or_Team