low risk
Musicians, Instrumentalvs
36 shared · 25 different
core competencies
medium risk
Cooks, Short OrderSide-by-Side Comparison
Musicians, Instrumental leads 4–0| Metric | Musicians, Instrumental | Cooks, Short Order |
|---|---|---|
| Risk Score | 19.5% | 33.8% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 5th | 61th |
| Tasks at Risk (>50%) | 3 / 15 | 5 / 11 |
| Median Salary | N/A | $35,620 |
| Employment | 38K | 150K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Establishing and Maintaining Interpersonal Relationships
Hearing Sensitivity
Auditory Attention
Analyzing Data or Information
Processing Information
Thinking Creatively
Multilimb Coordination
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems
Communicating with Supervisors, Peers, or Subordinates
Originality
Protective Factors
Higher values indicate stronger protection against AI displacement
Musicians, Instrumental
31%
total discount
Cooks, Short Order
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Musicians, Instrumental
3 of 15 at risk89%Transpose music to alternate keys, or to fit individual styles or purposes.
59%Arrange and edit music to fit style and purpose.
51%Sight-read musical parts during rehearsals.
37%Practice musical instrument performances, individually or in rehearsal with other musicians, to master individual pieces of music or to maintain and improve skills.
36%Play musical instruments as soloists, or as members or guest artists of musical groups such as orchestras, ensembles, or bands.
Cooks, Short Order
5 of 11 at risk88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.
Wage Comparison
Musicians, InstrumentalCooks, Short Order
10th
N/A$23,770
25th
N/A$30,160
Median
N/A$35,620
75th
N/A$39,990
90th
N/A$46,010
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Musicians, Instrumental2028–2035
Cooks, Short Order2028–2035
20242030203520402045
Musicians, Instrumental has a longer runway before significant displacement, projected 0 years later than Cooks, Short Order.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Musicians,
0
Unique to Cooks,
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Musicians, InstrumentalCooks, Short Order