71
/100

SOC 35-2015

Cooks, Short Order

High RiskFrey/Osborne: 94.0%

Risk Score

โš ๏ธ

71/100

High Risk

US Employment

๐Ÿ‘ฅ

150,420

Total workers

Median Wage

๐Ÿ’ฐ

$36K

$24K โ€“ $46K

Projected Growth

๐Ÿ“ˆ

-5.6%

2023-2033 (BLS)

GenAI Exposure

๐Ÿค–

53/100

Moderate exposure

How we calculate these numbers โ†’

๐Ÿ’ก Cooks, Short Order face a risk score of 71/100 โ€” 27 points above the national average of 44. With 53/100 GenAI exposure, this occupation faces significant pressure from AI tools despite weak projected growth. See our methodology โ†’

๐Ÿ’ก Workers in this field earn $36K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths โ†’

๐Ÿ” AI Impact Analysis

With a risk score of 71/100, Cooks, Short Order faces significant automation pressure. Key threats include ai inventory management and waste reduction and self-ordering kiosks and mobile app displacement. The 150,420 Americans in this role should actively develop skills in hospitality and personalized guest experiences and food presentation requiring artistic and tactile skill to remain competitive. Workers who proactively adapt will find new opportunities even as traditional tasks are automated.

Will AI Replace Cooks, Short Order?

Read our full analysis with verdict, risk factors, safe tasks, and career transition paths โ†’

โš ๏ธ Top Risk Factors

1

AI inventory management and waste reduction

2

Self-ordering kiosks and mobile app displacement

3

Automated dishwashing and kitchen cleaning systems

4

Robotic food delivery within establishments

5

Automated food preparation and cooking robotics

๐Ÿ›ก๏ธ Tasks Safe from Automation

โœ“

Hospitality and personalized guest experiences

โœ“

Food presentation requiring artistic and tactile skill

โœ“

Creative menu development and flavor innovation

๐Ÿ“Š Task Automation Breakdown

Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.

๐Ÿ“‹ O*NET Task Profile

โ€ข

Clean food preparation equipment, work areas, and counters or tables.

โ€ข

Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

โ€ข

Perform general cleaning activities in kitchen and dining areas.

โ€ข

Restock kitchen supplies, rotate food, and stamp the time and date on food in coolers.

โ€ข

Grill, cook, and fry foods such as french fries, eggs, and pancakes.

๐Ÿ’ป Technology Skills

โ€ข

Point of sale POS software

โ€ข

Inventory management software

๐ŸŽ“ Key Knowledge Areas

โ€ข

Customer and Personal Service

โ€ข

Food Production

โ€ข

Production and Processing

โ€ข

English Language

โ€ข

Mathematics

๐Ÿ“Š vs National Average

Median Wage$36K
$-11K

National avg: $46K

Risk Score71/100
+27

National avg: 44/100

GenAI Exposure53/100
+15

National avg: 38/100

Projected Growth-5.6%
-9.3%

National avg: 3.7%

๐Ÿ”„ Career Transition Paths

OccupationRiskWageOverlap
Education Administrators, All Other21$89K65%
Advertising, Marketing, Promotions, Public Relations, and Sales Managers16$145K60%
Tour and Travel Guides27$37K53%