Training and Development Managers face a low risk of full AI displacement due to the creative, strategic, and interpersonal nature of the job. While AI can assist with certain tasks, it cannot yet replicate the crucial human elements of the role.
28/100Consequence_of_Error
91/100Contact_With_Others
72/100Coordinate_or_Lead_Others
7/100Cramped_Work_Space_Awkward_Positions
56/100Deal_With_External_Customers
9/100Deal_With_Physically_Aggressive_People
45/100Deal_With_Unpleasant_or_Angry_People
27/100Degree_of_Automation
87/100Duration_of_Typical_Work_Week
95/100Electronic_Mail
11/100Exposed_to_Contaminants
7/100Exposed_to_Disease_or_Infections
4/100Exposed_to_Hazardous_Conditions
6/100Exposed_to_Hazardous_Equipment
6/100Exposed_to_High_Places
7/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
1/100Exposed_to_Radiation
0/100Exposed_to_Whole_Body_Vibration
12/100Extremely_Bright_or_Inadequate_Lighting
84/100Face-to-Face_Discussions
77/100Freedom_to_Make_Decisions
56/100Frequency_of_Conflict_Situations
70/100Frequency_of_Decision_Making
75/100Impact_of_Decisions_on_Co-workers_or_Company_Results
65/100Importance_of_Being_Exact_or_Accurate
42/100Importance_of_Repeating_Same_Tasks
18/100In_an_Enclosed_Vehicle_or_Equipment
7/100In_an_Open_Vehicle_or_Equipment
91/100Indoors_Environmentally_Controlled
18/100Indoors_Not_Environmentally_Controlled
58/100Letters_and_Memos
57/100Level_of_Competition
11/100Outdoors_Exposed_to_Weather
9/100Outdoors_Under_Cover
6/100Pace_Determined_by_Speed_of_Equipment
46/100Physical_Proximity
58/100Public_Speaking
68/100Responsibility_for_Outcomes_and_Results
45/100Responsible_for_Others_Health_and_Safety
36/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
9/100Spend_Time_Bending_or_Twisting_the_Body
0/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
2/100Spend_Time_Keeping_or_Regaining_Balance
8/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
33/100Spend_Time_Making_Repetitive_Motions
71/100Spend_Time_Sitting
37/100Spend_Time_Standing
30/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
19/100Spend_Time_Walking_and_Running
83/100Structured_versus_Unstructured_Work
91/100Telephone
74/100Time_Pressure
6/100Very_Hot_or_Cold_Temperatures
11/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
7/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
11/100Work_Schedules
87/100Work_With_Work_Group_or_Team