Given the high requirements for human intuition, creativity, emotional intelligence, and strategic decision-making, the risk of AI displacing Natural Sciences Managers is low. AI can assist but not replace the core responsibilities of this role.
30/100Consequence_of_Error
53/100Consequence_of_Error
42/100Consequence_of_Error
91/100Contact_With_Others
76/100Contact_With_Others
76/100Contact_With_Others
78/100Coordinate_or_Lead_Others
77/100Coordinate_or_Lead_Others
64/100Coordinate_or_Lead_Others
10/100Cramped_Work_Space_Awkward_Positions
18/100Cramped_Work_Space_Awkward_Positions
16/100Cramped_Work_Space_Awkward_Positions
65/100Deal_With_External_Customers
64/100Deal_With_External_Customers
59/100Deal_With_External_Customers
6/100Deal_With_Physically_Aggressive_People
8/100Deal_With_Physically_Aggressive_People
2/100Deal_With_Physically_Aggressive_People
34/100Deal_With_Unpleasant_or_Angry_People
33/100Deal_With_Unpleasant_or_Angry_People
33/100Deal_With_Unpleasant_or_Angry_People
26/100Degree_of_Automation
23/100Degree_of_Automation
13/100Degree_of_Automation
71/100Duration_of_Typical_Work_Week
78/100Duration_of_Typical_Work_Week
65/100Duration_of_Typical_Work_Week
98/100Electronic_Mail
100/100Electronic_Mail
98/100Electronic_Mail
22/100Exposed_to_Contaminants
27/100Exposed_to_Contaminants
29/100Exposed_to_Contaminants
59/100Exposed_to_Disease_or_Infections
15/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Disease_or_Infections
16/100Exposed_to_Hazardous_Conditions
43/100Exposed_to_Hazardous_Conditions
9/100Exposed_to_Hazardous_Conditions
0/100Exposed_to_Hazardous_Equipment
12/100Exposed_to_Hazardous_Equipment
17/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
8/100Exposed_to_High_Places
3/100Exposed_to_High_Places
18/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
15/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
1/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
11/100Exposed_to_Radiation
1/100Exposed_to_Radiation
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
1/100Exposed_to_Whole_Body_Vibration
1/100Exposed_to_Whole_Body_Vibration
18/100Extremely_Bright_or_Inadequate_Lighting
4/100Extremely_Bright_or_Inadequate_Lighting
5/100Extremely_Bright_or_Inadequate_Lighting
96/100Face-to-Face_Discussions
91/100Face-to-Face_Discussions
97/100Face-to-Face_Discussions
80/100Freedom_to_Make_Decisions
79/100Freedom_to_Make_Decisions
78/100Freedom_to_Make_Decisions
47/100Frequency_of_Conflict_Situations
32/100Frequency_of_Conflict_Situations
39/100Frequency_of_Conflict_Situations
56/100Frequency_of_Decision_Making
63/100Frequency_of_Decision_Making
63/100Frequency_of_Decision_Making
68/100Impact_of_Decisions_on_Co-workers_or_Company_Results
76/100Impact_of_Decisions_on_Co-workers_or_Company_Results
65/100Impact_of_Decisions_on_Co-workers_or_Company_Results
74/100Importance_of_Being_Exact_or_Accurate
86/100Importance_of_Being_Exact_or_Accurate
89/100Importance_of_Being_Exact_or_Accurate
78/100Importance_of_Repeating_Same_Tasks
28/100Importance_of_Repeating_Same_Tasks
49/100Importance_of_Repeating_Same_Tasks
12/100In_an_Enclosed_Vehicle_or_Equipment
48/100In_an_Enclosed_Vehicle_or_Equipment
9/100In_an_Enclosed_Vehicle_or_Equipment
3/100In_an_Open_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
12/100In_an_Open_Vehicle_or_Equipment
97/100Indoors_Environmentally_Controlled
89/100Indoors_Environmentally_Controlled
82/100Indoors_Environmentally_Controlled
39/100Indoors_Not_Environmentally_Controlled
14/100Indoors_Not_Environmentally_Controlled
4/100Indoors_Not_Environmentally_Controlled
77/100Letters_and_Memos
70/100Letters_and_Memos
54/100Letters_and_Memos
57/100Level_of_Competition
39/100Level_of_Competition
69/100Level_of_Competition
13/100Outdoors_Exposed_to_Weather
45/100Outdoors_Exposed_to_Weather
1/100Outdoors_Exposed_to_Weather
3/100Outdoors_Under_Cover
31/100Outdoors_Under_Cover
8/100Outdoors_Under_Cover
8/100Pace_Determined_by_Speed_of_Equipment
6/100Pace_Determined_by_Speed_of_Equipment
7/100Pace_Determined_by_Speed_of_Equipment
41/100Physical_Proximity
59/100Physical_Proximity
39/100Physical_Proximity
29/100Public_Speaking
48/100Public_Speaking
42/100Public_Speaking
81/100Responsibility_for_Outcomes_and_Results
66/100Responsibility_for_Outcomes_and_Results
59/100Responsibility_for_Outcomes_and_Results
72/100Responsible_for_Others_Health_and_Safety
50/100Responsible_for_Others_Health_and_Safety
60/100Responsible_for_Others_Health_and_Safety
42/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
27/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
29/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
20/100Spend_Time_Bending_or_Twisting_the_Body
12/100Spend_Time_Bending_or_Twisting_the_Body
11/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
1/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
7/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
21/100Spend_Time_Keeping_or_Regaining_Balance
5/100Spend_Time_Keeping_or_Regaining_Balance
7/100Spend_Time_Keeping_or_Regaining_Balance
10/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
17/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
9/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
19/100Spend_Time_Making_Repetitive_Motions
44/100Spend_Time_Making_Repetitive_Motions
36/100Spend_Time_Making_Repetitive_Motions
77/100Spend_Time_Sitting
77/100Spend_Time_Sitting
67/100Spend_Time_Sitting
35/100Spend_Time_Standing
39/100Spend_Time_Standing
29/100Spend_Time_Standing
44/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
30/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
22/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
23/100Spend_Time_Walking_and_Running
25/100Spend_Time_Walking_and_Running
21/100Spend_Time_Walking_and_Running
85/100Structured_versus_Unstructured_Work
79/100Structured_versus_Unstructured_Work
75/100Structured_versus_Unstructured_Work
84/100Telephone
95/100Telephone
86/100Telephone
63/100Time_Pressure
59/100Time_Pressure
57/100Time_Pressure
15/100Very_Hot_or_Cold_Temperatures
26/100Very_Hot_or_Cold_Temperatures
9/100Very_Hot_or_Cold_Temperatures
60/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
37/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
44/100Wear_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
2/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
9/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
2/100Work_Schedules
7/100Work_Schedules
5/100Work_Schedules
92/100Work_With_Work_Group_or_Team
87/100Work_With_Work_Group_or_Team
86/100Work_With_Work_Group_or_Team