Given the complex analytical and strategic nature of the job, full automation is unlikely. However, routine aspects can be automated, yielding a mild risk of displacement by AI.
53/100Consequence_of_Error
55/100Consequence_of_Error
66/100Contact_With_Others
78/100Contact_With_Others
70/100Coordinate_or_Lead_Others
54/100Coordinate_or_Lead_Others
20/100Cramped_Work_Space_Awkward_Positions
1/100Cramped_Work_Space_Awkward_Positions
31/100Deal_With_External_Customers
72/100Deal_With_External_Customers
22/100Deal_With_Physically_Aggressive_People
1/100Deal_With_Physically_Aggressive_People
54/100Deal_With_Unpleasant_or_Angry_People
25/100Deal_With_Unpleasant_or_Angry_People
45/100Degree_of_Automation
36/100Degree_of_Automation
84/100Duration_of_Typical_Work_Week
88/100Duration_of_Typical_Work_Week
94/100Electronic_Mail
99/100Electronic_Mail
0/100Exposed_to_Contaminants
18/100Exposed_to_Contaminants
0/100Exposed_to_Disease_or_Infections
10/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Hazardous_Conditions
0/100Exposed_to_Hazardous_Conditions
7/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
7/100Exposed_to_High_Places
0/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
11/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
1/100Exposed_to_Radiation
0/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
3/100Exposed_to_Whole_Body_Vibration
16/100Extremely_Bright_or_Inadequate_Lighting
1/100Extremely_Bright_or_Inadequate_Lighting
83/100Face-to-Face_Discussions
82/100Face-to-Face_Discussions
77/100Freedom_to_Make_Decisions
71/100Freedom_to_Make_Decisions
55/100Frequency_of_Conflict_Situations
31/100Frequency_of_Conflict_Situations
61/100Frequency_of_Decision_Making
84/100Frequency_of_Decision_Making
73/100Impact_of_Decisions_on_Co-workers_or_Company_Results
79/100Impact_of_Decisions_on_Co-workers_or_Company_Results
90/100Importance_of_Being_Exact_or_Accurate
80/100Importance_of_Being_Exact_or_Accurate
69/100Importance_of_Repeating_Same_Tasks
44/100Importance_of_Repeating_Same_Tasks
31/100In_an_Enclosed_Vehicle_or_Equipment
1/100In_an_Enclosed_Vehicle_or_Equipment
7/100In_an_Open_Vehicle_or_Equipment
0/100In_an_Open_Vehicle_or_Equipment
76/100Indoors_Environmentally_Controlled
81/100Indoors_Environmentally_Controlled
29/100Indoors_Not_Environmentally_Controlled
0/100Indoors_Not_Environmentally_Controlled
73/100Letters_and_Memos
55/100Letters_and_Memos
86/100Level_of_Competition
61/100Level_of_Competition
24/100Outdoors_Exposed_to_Weather
0/100Outdoors_Exposed_to_Weather
21/100Outdoors_Under_Cover
0/100Outdoors_Under_Cover
9/100Pace_Determined_by_Speed_of_Equipment
10/100Pace_Determined_by_Speed_of_Equipment
50/100Physical_Proximity
39/100Physical_Proximity
44/100Public_Speaking
36/100Public_Speaking
54/100Responsibility_for_Outcomes_and_Results
65/100Responsibility_for_Outcomes_and_Results
46/100Responsible_for_Others_Health_and_Safety
11/100Responsible_for_Others_Health_and_Safety
38/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
28/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
15/100Spend_Time_Bending_or_Twisting_the_Body
2/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
5/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
0/100Spend_Time_Keeping_or_Regaining_Balance
8/100Spend_Time_Keeping_or_Regaining_Balance
14/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
0/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
40/100Spend_Time_Making_Repetitive_Motions
49/100Spend_Time_Making_Repetitive_Motions
88/100Spend_Time_Sitting
93/100Spend_Time_Sitting
22/100Spend_Time_Standing
30/100Spend_Time_Standing
40/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
16/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
4/100Spend_Time_Walking_and_Running
19/100Spend_Time_Walking_and_Running
78/100Structured_versus_Unstructured_Work
75/100Structured_versus_Unstructured_Work
83/100Telephone
93/100Telephone
69/100Time_Pressure
76/100Time_Pressure
14/100Very_Hot_or_Cold_Temperatures
2/100Very_Hot_or_Cold_Temperatures
0/100Wear_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
12/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
0/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
10/100Work_Schedules
8/100Work_Schedules
78/100Work_With_Work_Group_or_Team
84/100Work_With_Work_Group_or_Team