The job of a bus driver has substantial elements that could be automated, but there are still significant technical, ethical, and practical challenges that prevent full displacement by AI. Partial automation is feasible and beneficial, but human oversight remains essential.
73/100Consequence_of_Error
88/100Contact_With_Others
43/100Coordinate_or_Lead_Others
25/100Cramped_Work_Space_Awkward_Positions
72/100Deal_With_External_Customers
29/100Deal_With_Physically_Aggressive_People
65/100Deal_With_Unpleasant_or_Angry_People
32/100Degree_of_Automation
53/100Duration_of_Typical_Work_Week
28/100Electronic_Mail
63/100Exposed_to_Contaminants
47/100Exposed_to_Disease_or_Infections
3/100Exposed_to_Hazardous_Conditions
23/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
17/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
3/100Exposed_to_Radiation
17/100Exposed_to_Whole_Body_Vibration
49/100Extremely_Bright_or_Inadequate_Lighting
73/100Face-to-Face_Discussions
67/100Freedom_to_Make_Decisions
54/100Frequency_of_Conflict_Situations
82/100Frequency_of_Decision_Making
81/100Impact_of_Decisions_on_Co-workers_or_Company_Results
71/100Importance_of_Being_Exact_or_Accurate
52/100Importance_of_Repeating_Same_Tasks
91/100In_an_Enclosed_Vehicle_or_Equipment
10/100In_an_Open_Vehicle_or_Equipment
43/100Indoors_Environmentally_Controlled
16/100Indoors_Not_Environmentally_Controlled
32/100Letters_and_Memos
29/100Level_of_Competition
54/100Outdoors_Exposed_to_Weather
28/100Outdoors_Under_Cover
43/100Pace_Determined_by_Speed_of_Equipment
78/100Physical_Proximity
28/100Public_Speaking
38/100Responsibility_for_Outcomes_and_Results
49/100Responsible_for_Others_Health_and_Safety
76/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
27/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
6/100Spend_Time_Keeping_or_Regaining_Balance
15/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
72/100Spend_Time_Making_Repetitive_Motions
96/100Spend_Time_Sitting
19/100Spend_Time_Standing
87/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
15/100Spend_Time_Walking_and_Running
45/100Structured_versus_Unstructured_Work
47/100Telephone
71/100Time_Pressure
46/100Very_Hot_or_Cold_Temperatures
20/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
0/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
9/100Work_Schedules
55/100Work_With_Work_Group_or_Team