44
/100

SOC 35-2013

Cooks, Private Household

ElevatedFrey/Osborne: 30.0%

Risk Score

โš ๏ธ

44/100

Elevated

US Employment

๐Ÿ‘ฅ

900

Total workers

Median Wage

๐Ÿ’ฐ

$45K

$38K โ€“ $92K

Projected Growth

๐Ÿ“ˆ

+5.1%

2023-2033 (BLS)

GenAI Exposure

๐Ÿค–

44/100

Moderate exposure

How we calculate these numbers โ†’

๐Ÿ’ก Cooks, Private Household face a risk score of 44/100 โ€” 0 points above the national average of 44. With only 44/100 GenAI exposure, most core tasks remain resistant to current AI capabilities. See our methodology โ†’

๐Ÿ’ก Workers in this field earn $45K. 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 44/100, Cooks, Private Household faces moderate automation pressure. While tasks like automated dishwashing and kitchen cleaning systems are increasingly handled by AI, the role retains significant human elements. The 900 workers in this occupation should focus on strengthening skills in adapting to real-time dietary and allergy requests and food presentation requiring artistic and tactile skill to stay ahead. The role will likely evolve rather than disappear.

Will AI Replace Cooks, Private Household?

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

โš ๏ธ Top Risk Factors

1

Automated dishwashing and kitchen cleaning systems

2

Robotic food delivery within establishments

3

AI inventory management and waste reduction

4

Self-ordering kiosks and mobile app displacement

๐Ÿ›ก๏ธ Tasks Safe from Automation

โœ“

Adapting to real-time dietary and allergy requests

โœ“

Food presentation requiring artistic and tactile skill

โœ“

Managing chaotic high-volume service environments

โœ“

Hospitality and personalized guest experiences

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

Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.

โ€ข

Cool, package, label, and freeze foods for later consumption and provide instructions for reheating.

โ€ข

Plan menus according to employers' needs and diet restrictions.

โ€ข

Shop for or order food and kitchen supplies and equipment.

โ€ข

Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.

๐Ÿ’ป Technology Skills

โ€ข

Data base user interface and query software

โ€ข

Accounting software

โ€ข

Electronic mail software

โ€ข

Inventory management software

โ€ข

Internet browser software

๐ŸŽ“ Key Knowledge Areas

โ€ข

Customer and Personal Service

โ€ข

Food Production

โ€ข

Sales and Marketing

โ€ข

Administration and Management

โ€ข

Production and Processing

๐Ÿ“Š vs National Average

Median Wage$45K
$-2K

National avg: $46K

Risk Score44/100
0

National avg: 44/100

GenAI Exposure44/100
+6

National avg: 38/100

Projected Growth5.1%
+1.4%

National avg: 3.7%

๐Ÿ”„ Career Transition Paths

OccupationRiskWageOverlap
Education Administrators, All Other21$89K51%
Advertising, Marketing, Promotions, Public Relations, and Sales Managers16$145K66%
Fundraising Managers24$123K65%