Given the blend of routine tasks that can be automated and the necessity for human insight, the overall risk of AI displacing management analysts is moderate. The reliance on human judgment and strategic decision-making limits the potential for full automation.
45/100Consequence_of_Error
81/100Contact_With_Others
78/100Coordinate_or_Lead_Others
9/100Cramped_Work_Space_Awkward_Positions
66/100Deal_With_External_Customers
13/100Deal_With_Physically_Aggressive_People
45/100Deal_With_Unpleasant_or_Angry_People
39/100Degree_of_Automation
60/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
9/100Exposed_to_Contaminants
7/100Exposed_to_Disease_or_Infections
8/100Exposed_to_Hazardous_Conditions
8/100Exposed_to_Hazardous_Equipment
5/100Exposed_to_High_Places
4/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
0/100Exposed_to_Radiation
3/100Exposed_to_Whole_Body_Vibration
12/100Extremely_Bright_or_Inadequate_Lighting
94/100Face-to-Face_Discussions
79/100Freedom_to_Make_Decisions
49/100Frequency_of_Conflict_Situations
69/100Frequency_of_Decision_Making
78/100Impact_of_Decisions_on_Co-workers_or_Company_Results
78/100Importance_of_Being_Exact_or_Accurate
43/100Importance_of_Repeating_Same_Tasks
45/100In_an_Enclosed_Vehicle_or_Equipment
5/100In_an_Open_Vehicle_or_Equipment
82/100Indoors_Environmentally_Controlled
20/100Indoors_Not_Environmentally_Controlled
71/100Letters_and_Memos
64/100Level_of_Competition
19/100Outdoors_Exposed_to_Weather
13/100Outdoors_Under_Cover
4/100Pace_Determined_by_Speed_of_Equipment
46/100Physical_Proximity
44/100Public_Speaking
65/100Responsibility_for_Outcomes_and_Results
36/100Responsible_for_Others_Health_and_Safety
33/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
6/100Spend_Time_Bending_or_Twisting_the_Body
3/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
1/100Spend_Time_Keeping_or_Regaining_Balance
6/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
26/100Spend_Time_Making_Repetitive_Motions
80/100Spend_Time_Sitting
24/100Spend_Time_Standing
16/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
23/100Spend_Time_Walking_and_Running
84/100Structured_versus_Unstructured_Work
97/100Telephone
75/100Time_Pressure
16/100Very_Hot_or_Cold_Temperatures
14/100Wear_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
19/100Work_Schedules
84/100Work_With_Work_Group_or_Team