Logisticians perform a mix of routine and complex tasks that can be partially automated by AI. While there are strong economic incentives and technical feasibility for automating routine tasks, human judgment and oversight are still crucial for strategic and complex decisions.
20/100Consequence_of_Error
41/100Consequence_of_Error
40/100Consequence_of_Error
90/100Contact_With_Others
84/100Contact_With_Others
89/100Contact_With_Others
66/100Coordinate_or_Lead_Others
68/100Coordinate_or_Lead_Others
67/100Coordinate_or_Lead_Others
14/100Cramped_Work_Space_Awkward_Positions
13/100Cramped_Work_Space_Awkward_Positions
8/100Cramped_Work_Space_Awkward_Positions
74/100Deal_With_External_Customers
60/100Deal_With_External_Customers
60/100Deal_With_External_Customers
13/100Deal_With_Physically_Aggressive_People
14/100Deal_With_Physically_Aggressive_People
5/100Deal_With_Physically_Aggressive_People
37/100Deal_With_Unpleasant_or_Angry_People
50/100Deal_With_Unpleasant_or_Angry_People
50/100Deal_With_Unpleasant_or_Angry_People
46/100Degree_of_Automation
49/100Degree_of_Automation
36/100Degree_of_Automation
78/100Duration_of_Typical_Work_Week
88/100Duration_of_Typical_Work_Week
82/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
100/100Electronic_Mail
98/100Electronic_Mail
22/100Exposed_to_Contaminants
28/100Exposed_to_Contaminants
11/100Exposed_to_Contaminants
4/100Exposed_to_Disease_or_Infections
0/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Hazardous_Conditions
19/100Exposed_to_Hazardous_Conditions
18/100Exposed_to_Hazardous_Conditions
23/100Exposed_to_Hazardous_Equipment
22/100Exposed_to_Hazardous_Equipment
14/100Exposed_to_Hazardous_Equipment
13/100Exposed_to_High_Places
9/100Exposed_to_High_Places
8/100Exposed_to_High_Places
5/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
4/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
7/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
1/100Exposed_to_Radiation
2/100Exposed_to_Radiation
3/100Exposed_to_Radiation
1/100Exposed_to_Whole_Body_Vibration
5/100Exposed_to_Whole_Body_Vibration
3/100Exposed_to_Whole_Body_Vibration
25/100Extremely_Bright_or_Inadequate_Lighting
13/100Extremely_Bright_or_Inadequate_Lighting
22/100Extremely_Bright_or_Inadequate_Lighting
90/100Face-to-Face_Discussions
91/100Face-to-Face_Discussions
82/100Face-to-Face_Discussions
76/100Freedom_to_Make_Decisions
70/100Freedom_to_Make_Decisions
80/100Freedom_to_Make_Decisions
56/100Frequency_of_Conflict_Situations
52/100Frequency_of_Conflict_Situations
41/100Frequency_of_Conflict_Situations
61/100Frequency_of_Decision_Making
68/100Frequency_of_Decision_Making
63/100Frequency_of_Decision_Making
70/100Impact_of_Decisions_on_Co-workers_or_Company_Results
67/100Impact_of_Decisions_on_Co-workers_or_Company_Results
60/100Impact_of_Decisions_on_Co-workers_or_Company_Results
74/100Importance_of_Being_Exact_or_Accurate
79/100Importance_of_Being_Exact_or_Accurate
79/100Importance_of_Being_Exact_or_Accurate
75/100Importance_of_Repeating_Same_Tasks
58/100Importance_of_Repeating_Same_Tasks
57/100Importance_of_Repeating_Same_Tasks
22/100In_an_Enclosed_Vehicle_or_Equipment
19/100In_an_Enclosed_Vehicle_or_Equipment
36/100In_an_Enclosed_Vehicle_or_Equipment
14/100In_an_Open_Vehicle_or_Equipment
23/100In_an_Open_Vehicle_or_Equipment
11/100In_an_Open_Vehicle_or_Equipment
87/100Indoors_Environmentally_Controlled
92/100Indoors_Environmentally_Controlled
77/100Indoors_Environmentally_Controlled
35/100Indoors_Not_Environmentally_Controlled
33/100Indoors_Not_Environmentally_Controlled
37/100Indoors_Not_Environmentally_Controlled
61/100Letters_and_Memos
55/100Letters_and_Memos
75/100Letters_and_Memos
61/100Level_of_Competition
60/100Level_of_Competition
49/100Level_of_Competition
19/100Outdoors_Exposed_to_Weather
25/100Outdoors_Exposed_to_Weather
28/100Outdoors_Exposed_to_Weather
24/100Outdoors_Under_Cover
21/100Outdoors_Under_Cover
21/100Outdoors_Under_Cover
17/100Pace_Determined_by_Speed_of_Equipment
14/100Pace_Determined_by_Speed_of_Equipment
11/100Pace_Determined_by_Speed_of_Equipment
50/100Physical_Proximity
53/100Physical_Proximity
58/100Physical_Proximity
36/100Public_Speaking
35/100Public_Speaking
38/100Public_Speaking
61/100Responsibility_for_Outcomes_and_Results
53/100Responsibility_for_Outcomes_and_Results
49/100Responsibility_for_Outcomes_and_Results
39/100Responsible_for_Others_Health_and_Safety
50/100Responsible_for_Others_Health_and_Safety
50/100Responsible_for_Others_Health_and_Safety
58/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
58/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
36/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
14/100Spend_Time_Bending_or_Twisting_the_Body
8/100Spend_Time_Bending_or_Twisting_the_Body
16/100Spend_Time_Bending_or_Twisting_the_Body
7/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
10/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
5/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
5/100Spend_Time_Keeping_or_Regaining_Balance
4/100Spend_Time_Keeping_or_Regaining_Balance
3/100Spend_Time_Keeping_or_Regaining_Balance
10/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
5/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
12/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
40/100Spend_Time_Making_Repetitive_Motions
64/100Spend_Time_Making_Repetitive_Motions
32/100Spend_Time_Making_Repetitive_Motions
73/100Spend_Time_Sitting
80/100Spend_Time_Sitting
88/100Spend_Time_Sitting
25/100Spend_Time_Standing
31/100Spend_Time_Standing
30/100Spend_Time_Standing
47/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
23/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
18/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
23/100Spend_Time_Walking_and_Running
23/100Spend_Time_Walking_and_Running
18/100Spend_Time_Walking_and_Running
77/100Structured_versus_Unstructured_Work
72/100Structured_versus_Unstructured_Work
76/100Structured_versus_Unstructured_Work
91/100Telephone
100/100Telephone
96/100Telephone
74/100Time_Pressure
86/100Time_Pressure
80/100Time_Pressure
18/100Very_Hot_or_Cold_Temperatures
21/100Very_Hot_or_Cold_Temperatures
27/100Very_Hot_or_Cold_Temperatures
30/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
28/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
21/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
14/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
13/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
8/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
7/100Work_Schedules
9/100Work_Schedules
8/100Work_Schedules
83/100Work_With_Work_Group_or_Team
83/100Work_With_Work_Group_or_Team
90/100Work_With_Work_Group_or_Team