While many repetitive and data-centric tasks in compensation, benefits, and job analysis can be automated, the need for human judgment, emotional intelligence, and low tolerance for errors mean that full automation is risky. The combination of these factors results in a moderate overall risk of AI displacement.
45/100Consequence_of_Error
88/100Contact_With_Others
53/100Coordinate_or_Lead_Others
4/100Cramped_Work_Space_Awkward_Positions
33/100Deal_With_External_Customers
7/100Deal_With_Physically_Aggressive_People
38/100Deal_With_Unpleasant_or_Angry_People
29/100Degree_of_Automation
77/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
2/100Exposed_to_Contaminants
3/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Hazardous_Conditions
2/100Exposed_to_Hazardous_Equipment
1/100Exposed_to_High_Places
2/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
6/100Extremely_Bright_or_Inadequate_Lighting
85/100Face-to-Face_Discussions
82/100Freedom_to_Make_Decisions
48/100Frequency_of_Conflict_Situations
66/100Frequency_of_Decision_Making
73/100Impact_of_Decisions_on_Co-workers_or_Company_Results
88/100Importance_of_Being_Exact_or_Accurate
75/100Importance_of_Repeating_Same_Tasks
8/100In_an_Enclosed_Vehicle_or_Equipment
1/100In_an_Open_Vehicle_or_Equipment
86/100Indoors_Environmentally_Controlled
14/100Indoors_Not_Environmentally_Controlled
67/100Letters_and_Memos
49/100Level_of_Competition
4/100Outdoors_Exposed_to_Weather
3/100Outdoors_Under_Cover
0/100Pace_Determined_by_Speed_of_Equipment
32/100Physical_Proximity
28/100Public_Speaking
44/100Responsibility_for_Outcomes_and_Results
25/100Responsible_for_Others_Health_and_Safety
29/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
8/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
4/100Spend_Time_Keeping_or_Regaining_Balance
6/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
59/100Spend_Time_Making_Repetitive_Motions
94/100Spend_Time_Sitting
21/100Spend_Time_Standing
35/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
17/100Spend_Time_Walking_and_Running
89/100Structured_versus_Unstructured_Work
94/100Telephone
66/100Time_Pressure
4/100Very_Hot_or_Cold_Temperatures
2/100Wear_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
2/100Work_Schedules
78/100Work_With_Work_Group_or_Team