While there is potential for partial automation, full displacement is unlikely due to the need for human judgment and complex problem-solving. The role will see increased AI integration, reducing but not eliminating human involvement.
58/100Consequence_of_Error
79/100Contact_With_Others
54/100Coordinate_or_Lead_Others
80/100Cramped_Work_Space_Awkward_Positions
61/100Deal_With_External_Customers
5/100Deal_With_Physically_Aggressive_People
38/100Deal_With_Unpleasant_or_Angry_People
8/100Degree_of_Automation
78/100Duration_of_Typical_Work_Week
37/100Electronic_Mail
85/100Exposed_to_Contaminants
20/100Exposed_to_Disease_or_Infections
52/100Exposed_to_Hazardous_Conditions
88/100Exposed_to_Hazardous_Equipment
38/100Exposed_to_High_Places
66/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
4/100Exposed_to_Radiation
32/100Exposed_to_Whole_Body_Vibration
61/100Extremely_Bright_or_Inadequate_Lighting
97/100Face-to-Face_Discussions
77/100Freedom_to_Make_Decisions
41/100Frequency_of_Conflict_Situations
72/100Frequency_of_Decision_Making
72/100Impact_of_Decisions_on_Co-workers_or_Company_Results
88/100Importance_of_Being_Exact_or_Accurate
50/100Importance_of_Repeating_Same_Tasks
70/100In_an_Enclosed_Vehicle_or_Equipment
85/100In_an_Open_Vehicle_or_Equipment
7/100Indoors_Environmentally_Controlled
91/100Indoors_Not_Environmentally_Controlled
73/100Letters_and_Memos
41/100Level_of_Competition
75/100Outdoors_Exposed_to_Weather
57/100Outdoors_Under_Cover
13/100Pace_Determined_by_Speed_of_Equipment
53/100Physical_Proximity
9/100Public_Speaking
52/100Responsibility_for_Outcomes_and_Results
61/100Responsible_for_Others_Health_and_Safety
82/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
68/100Spend_Time_Bending_or_Twisting_the_Body
28/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
38/100Spend_Time_Keeping_or_Regaining_Balance
63/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
68/100Spend_Time_Making_Repetitive_Motions
20/100Spend_Time_Sitting
88/100Spend_Time_Standing
92/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
64/100Spend_Time_Walking_and_Running
75/100Structured_versus_Unstructured_Work
64/100Telephone
52/100Time_Pressure
74/100Very_Hot_or_Cold_Temperatures
85/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
15/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
29/100Work_Schedules
63/100Work_With_Work_Group_or_Team