While AI can automate routine aspects of the materials engineering role, the need for creativity, deep expertise, and problem-solving limits full displacement. Thus, the job is moderately at risk of partial AI displacement but not at risk of full automation.
44/100Consequence_of_Error
72/100Contact_With_Others
63/100Coordinate_or_Lead_Others
19/100Cramped_Work_Space_Awkward_Positions
51/100Deal_With_External_Customers
3/100Deal_With_Physically_Aggressive_People
29/100Deal_With_Unpleasant_or_Angry_People
32/100Degree_of_Automation
79/100Duration_of_Typical_Work_Week
100/100Electronic_Mail
44/100Exposed_to_Contaminants
3/100Exposed_to_Disease_or_Infections
48/100Exposed_to_Hazardous_Conditions
47/100Exposed_to_Hazardous_Equipment
5/100Exposed_to_High_Places
23/100Exposed_to_Minor_Burns_Cuts_Bites_or_Stings
17/100Exposed_to_Radiation
1/100Exposed_to_Whole_Body_Vibration
19/100Extremely_Bright_or_Inadequate_Lighting
92/100Face-to-Face_Discussions
80/100Freedom_to_Make_Decisions
43/100Frequency_of_Conflict_Situations
48/100Frequency_of_Decision_Making
61/100Impact_of_Decisions_on_Co-workers_or_Company_Results
78/100Importance_of_Being_Exact_or_Accurate
30/100Importance_of_Repeating_Same_Tasks
14/100In_an_Enclosed_Vehicle_or_Equipment
6/100In_an_Open_Vehicle_or_Equipment
88/100Indoors_Environmentally_Controlled
37/100Indoors_Not_Environmentally_Controlled
58/100Letters_and_Memos
62/100Level_of_Competition
17/100Outdoors_Exposed_to_Weather
19/100Outdoors_Under_Cover
22/100Pace_Determined_by_Speed_of_Equipment
47/100Physical_Proximity
45/100Public_Speaking
67/100Responsibility_for_Outcomes_and_Results
68/100Responsible_for_Others_Health_and_Safety
43/100Sounds_Noise_Levels_Are_Distracting_or_Uncomfortable
16/100Spend_Time_Bending_or_Twisting_the_Body
10/100Spend_Time_Climbing_Ladders_Scaffolds_or_Poles
7/100Spend_Time_Keeping_or_Regaining_Balance
13/100Spend_Time_Kneeling_Crouching_Stooping_or_Crawling
22/100Spend_Time_Making_Repetitive_Motions
65/100Spend_Time_Sitting
39/100Spend_Time_Standing
38/100Spend_Time_Using_Your_Hands_to_Handle_Control_or_Feel_Objects_Tools_or_Controls
23/100Spend_Time_Walking_and_Running
79/100Structured_versus_Unstructured_Work
80/100Telephone
63/100Time_Pressure
18/100Very_Hot_or_Cold_Temperatures
81/100Wear_Common_Protective_or_Safety_Equipment_such_as_Safety_Shoes_Glasses_Gloves_Hearing_Protection_Hard_Hats_or_Life_Jackets
28/100Wear_Specialized_Protective_or_Safety_Equipment_such_as_Breathing_Apparatus_Safety_Harness_Full_Protection_Suits_or_Radiation_Protection
12/100Work_Schedules
86/100Work_With_Work_Group_or_Team