There is a moderate to high risk of AI displacing many aspects of the job, particularly routine testing tasks, given current technology. However, human oversight, complex decision-making, and emotional intelligence aspects of the job continue to necessitate human involvement.
45/100Consequence_of_Error
75/100Contact_With_Others
49/100Coordinate_or_Lead_Others
8/100Cramped_Work_Space_Awkward_Positions
28/100Deal_With_External_Customers
6/100Deal_With_Physically_Aggressive_People
35/100Deal_With_Unpleasant_or_Angry_People
47/100Degree_of_Automation
71/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
5/100Exposed_to_Contaminants
2/100Exposed_to_Disease_or_Infections
3/100Exposed_to_Hazardous_Conditions
4/100Exposed_to_Hazardous_Equipment
0/100Exposed_to_High_Places
2/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
2/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
4/100Extremely_Bright_or_Inadequate_Lighting
92/100Face-to-Face_Discussions
78/100Freedom_to_Make_Decisions
51/100Frequency_of_Conflict_Situations
50/100Frequency_of_Decision_Making
64/100Impact_of_Decisions_on_Co-workers_or_Company_Results
86/100Importance_of_Being_Exact_or_Accurate
67/100Importance_of_Repeating_Same_Tasks
4/100In_an_Enclosed_Vehicle_or_Equipment
3/100In_an_Open_Vehicle_or_Equipment
78/100Indoors_Environmentally_Controlled
7/100Indoors_Not_Environmentally_Controlled
44/100Letters_and_Memos
64/100Level_of_Competition
3/100Outdoors_Exposed_to_Weather
3/100Outdoors_Under_Cover
15/100Pace_Determined_by_Speed_of_Equipment
52/100Physical_Proximity
36/100Public_Speaking
47/100Responsibility_for_Outcomes_and_Results
28/100Responsible_for_Others_Health_and_Safety
44/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
2/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
2/100Spend_Time_Keeping_or_Regaining_Balance
1/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
57/100Spend_Time_Making_Repetitive_Motions
92/100Spend_Time_Sitting
24/100Spend_Time_Standing
42/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
11/100Spend_Time_Walking_and_Running
74/100Structured_versus_Unstructured_Work
77/100Telephone
72/100Time_Pressure
2/100Very_Hot_or_Cold_Temperatures
5/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
2/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
6/100Work_Schedules
86/100Work_With_Work_Group_or_Team