While some aspects of the role can be automated, the need for personalized care, human interaction, and low tolerance for error mean that AI can only partially displace this job. Balance between efficiency gains and the necessity for human oversight results in moderate displacement risk.
34/100Consequence_of_Error
92/100Contact_With_Others
57/100Coordinate_or_Lead_Others
8/100Cramped_Work_Space_Awkward_Positions
98/100Deal_With_External_Customers
3/100Deal_With_Physically_Aggressive_People
56/100Deal_With_Unpleasant_or_Angry_People
25/100Degree_of_Automation
68/100Duration_of_Typical_Work_Week
97/100Electronic_Mail
3/100Exposed_to_Contaminants
50/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Hazardous_Conditions
5/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
3/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
7/100Extremely_Bright_or_Inadequate_Lighting
78/100Face-to-Face_Discussions
89/100Freedom_to_Make_Decisions
52/100Frequency_of_Conflict_Situations
92/100Frequency_of_Decision_Making
83/100Impact_of_Decisions_on_Co-workers_or_Company_Results
80/100Importance_of_Being_Exact_or_Accurate
51/100Importance_of_Repeating_Same_Tasks
9/100In_an_Enclosed_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
92/100Indoors_Environmentally_Controlled
0/100Indoors_Not_Environmentally_Controlled
61/100Letters_and_Memos
63/100Level_of_Competition
0/100Outdoors_Exposed_to_Weather
0/100Outdoors_Under_Cover
10/100Pace_Determined_by_Speed_of_Equipment
76/100Physical_Proximity
33/100Public_Speaking
59/100Responsibility_for_Outcomes_and_Results
51/100Responsible_for_Others_Health_and_Safety
26/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
17/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
6/100Spend_Time_Keeping_or_Regaining_Balance
14/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
31/100Spend_Time_Making_Repetitive_Motions
78/100Spend_Time_Sitting
31/100Spend_Time_Standing
63/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
21/100Spend_Time_Walking_and_Running
82/100Structured_versus_Unstructured_Work
91/100Telephone
74/100Time_Pressure
0/100Very_Hot_or_Cold_Temperatures
50/100Wear_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
1/100Work_Schedules
75/100Work_With_Work_Group_or_Team