Given the repetitive and predictable nature of the tasks, combined with the strong economic incentives and high technical feasibility, the risk of displacement by AI for grinding and polishing workers is high. However, some tasks still require human oversight, limiting full automation.
61/100Consequence_of_Error
73/100Contact_With_Others
35/100Coordinate_or_Lead_Others
9/100Cramped_Work_Space_Awkward_Positions
26/100Deal_With_External_Customers
5/100Deal_With_Physically_Aggressive_People
25/100Deal_With_Unpleasant_or_Angry_People
30/100Degree_of_Automation
70/100Duration_of_Typical_Work_Week
21/100Electronic_Mail
88/100Exposed_to_Contaminants
1/100Exposed_to_Disease_or_Infections
24/100Exposed_to_Hazardous_Conditions
96/100Exposed_to_Hazardous_Equipment
12/100Exposed_to_High_Places
62/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
2/100Exposed_to_Whole_Body_Vibration
20/100Extremely_Bright_or_Inadequate_Lighting
91/100Face-to-Face_Discussions
70/100Freedom_to_Make_Decisions
37/100Frequency_of_Conflict_Situations
31/100Frequency_of_Decision_Making
48/100Impact_of_Decisions_on_Co-workers_or_Company_Results
80/100Importance_of_Being_Exact_or_Accurate
64/100Importance_of_Repeating_Same_Tasks
17/100In_an_Enclosed_Vehicle_or_Equipment
34/100In_an_Open_Vehicle_or_Equipment
65/100Indoors_Environmentally_Controlled
62/100Indoors_Not_Environmentally_Controlled
39/100Letters_and_Memos
27/100Level_of_Competition
38/100Outdoors_Exposed_to_Weather
13/100Outdoors_Under_Cover
51/100Pace_Determined_by_Speed_of_Equipment
62/100Physical_Proximity
5/100Public_Speaking
26/100Responsibility_for_Outcomes_and_Results
53/100Responsible_for_Others_Health_and_Safety
87/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
53/100Spend_Time_Bending_or_Twisting_the_Body
9/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
10/100Spend_Time_Keeping_or_Regaining_Balance
11/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
72/100Spend_Time_Making_Repetitive_Motions
32/100Spend_Time_Sitting
73/100Spend_Time_Standing
96/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
33/100Spend_Time_Walking_and_Running
54/100Structured_versus_Unstructured_Work
42/100Telephone
76/100Time_Pressure
56/100Very_Hot_or_Cold_Temperatures
96/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
33/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
18/100Work_Schedules
67/100Work_With_Work_Group_or_Team