Food preparation workers face a high risk of displacement by AI due to the routine nature of tasks and strong economic incentives for automation, though some human presence remains valuable for oversight and quality assurance.
43/100Consequence_of_Error
81/100Contact_With_Others
83/100Coordinate_or_Lead_Others
12/100Cramped_Work_Space_Awkward_Positions
81/100Deal_With_External_Customers
27/100Deal_With_Physically_Aggressive_People
58/100Deal_With_Unpleasant_or_Angry_People
37/100Degree_of_Automation
18/100Duration_of_Typical_Work_Week
33/100Electronic_Mail
28/100Exposed_to_Contaminants
6/100Exposed_to_Disease_or_Infections
13/100Exposed_to_Hazardous_Conditions
20/100Exposed_to_Hazardous_Equipment
7/100Exposed_to_High_Places
46/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
20/100Extremely_Bright_or_Inadequate_Lighting
81/100Face-to-Face_Discussions
60/100Freedom_to_Make_Decisions
65/100Frequency_of_Conflict_Situations
71/100Frequency_of_Decision_Making
57/100Impact_of_Decisions_on_Co-workers_or_Company_Results
80/100Importance_of_Being_Exact_or_Accurate
67/100Importance_of_Repeating_Same_Tasks
4/100In_an_Enclosed_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
69/100Indoors_Environmentally_Controlled
22/100Indoors_Not_Environmentally_Controlled
35/100Letters_and_Memos
45/100Level_of_Competition
26/100Outdoors_Exposed_to_Weather
0/100Outdoors_Under_Cover
49/100Pace_Determined_by_Speed_of_Equipment
69/100Physical_Proximity
39/100Public_Speaking
67/100Responsibility_for_Outcomes_and_Results
80/100Responsible_for_Others_Health_and_Safety
31/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
57/100Spend_Time_Bending_or_Twisting_the_Body
8/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
11/100Spend_Time_Keeping_or_Regaining_Balance
33/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
63/100Spend_Time_Making_Repetitive_Motions
9/100Spend_Time_Sitting
89/100Spend_Time_Standing
68/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
73/100Spend_Time_Walking_and_Running
53/100Structured_versus_Unstructured_Work
52/100Telephone
85/100Time_Pressure
49/100Very_Hot_or_Cold_Temperatures
71/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
5/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
12/100Work_Schedules
85/100Work_With_Work_Group_or_Team