While there are clear areas where AI and robotics can automate tasks, the need for human judgment, precision, and on-site problem-solving prevent full displacement. There are significant economic incentives, but the technical and physical complexity of the tasks presents ongoing challenges.
61/100Consequence_of_Error
65/100Contact_With_Others
67/100Coordinate_or_Lead_Others
61/100Cramped_Work_Space_Awkward_Positions
57/100Deal_With_External_Customers
10/100Deal_With_Physically_Aggressive_People
31/100Deal_With_Unpleasant_or_Angry_People
26/100Degree_of_Automation
52/100Duration_of_Typical_Work_Week
3/100Electronic_Mail
85/100Exposed_to_Contaminants
9/100Exposed_to_Disease_or_Infections
38/100Exposed_to_Hazardous_Conditions
77/100Exposed_to_Hazardous_Equipment
79/100Exposed_to_High_Places
60/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
14/100Exposed_to_Radiation
48/100Exposed_to_Whole_Body_Vibration
55/100Extremely_Bright_or_Inadequate_Lighting
97/100Face-to-Face_Discussions
52/100Freedom_to_Make_Decisions
40/100Frequency_of_Conflict_Situations
52/100Frequency_of_Decision_Making
63/100Impact_of_Decisions_on_Co-workers_or_Company_Results
71/100Importance_of_Being_Exact_or_Accurate
54/100Importance_of_Repeating_Same_Tasks
21/100In_an_Enclosed_Vehicle_or_Equipment
57/100In_an_Open_Vehicle_or_Equipment
19/100Indoors_Environmentally_Controlled
57/100Indoors_Not_Environmentally_Controlled
23/100Letters_and_Memos
65/100Level_of_Competition
83/100Outdoors_Exposed_to_Weather
46/100Outdoors_Under_Cover
60/100Pace_Determined_by_Speed_of_Equipment
66/100Physical_Proximity
22/100Public_Speaking
75/100Responsibility_for_Outcomes_and_Results
76/100Responsible_for_Others_Health_and_Safety
86/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
74/100Spend_Time_Bending_or_Twisting_the_Body
65/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
44/100Spend_Time_Keeping_or_Regaining_Balance
51/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
79/100Spend_Time_Making_Repetitive_Motions
9/100Spend_Time_Sitting
84/100Spend_Time_Standing
89/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
63/100Spend_Time_Walking_and_Running
70/100Structured_versus_Unstructured_Work
65/100Telephone
86/100Time_Pressure
73/100Very_Hot_or_Cold_Temperatures
99/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
65/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
41/100Work_Schedules
82/100Work_With_Work_Group_or_Team