Food preparation and serving related workers, all other
SOC Code: 35-9099
Food preparation and serving related workers, all other carries a 35% AI exposure score (Medium automation risk), with a median annual wage of $34,830 and +6.4% projected employment growth from 2024 to 2034 (BLS), affecting approximately 90,500 workers. Full task breakdown, skills, and employer data are below.
Proportion of tasks susceptible to AI automation (O*NET analysis)
AI Exposure vs Industry Growth
Total occupations tracked
832
Covering all SOC major groups
Data currency
2024
BLS Employment Projections
AI exposure avg
40%
Fleet-wide median across all roles
Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.
Employment Projections
Occupation Insight
Food preparation and serving related workers, all other (SOC 35-9099) carries an AI exposure score of 35%, placing it in the Medium automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.
The economic context matters alongside the risk score. BLS counted approximately 90,500 workers in this occupation in 2024, and projects a +6.4% change through 2034 — modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $34,830, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires No formal educational credential, plus None of related experience.
For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Food preparation and serving related workers, all other. Public companies with meaningful exposure to this occupation, such as MARRIOTT INTERNATIONAL INC /MD/ and Hilton Worldwide Holdings Inc., inherit a share of the same automation risk through their industry classification. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.
Education & Entry Requirements
Frequently Asked Questions
Will AI replace Food preparation and serving related workers, all other?
Food preparation and serving related workers, all other has an AI exposure score of 35%, indicating a medium level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.
What is the job outlook for Food preparation and serving related workers, all other?
According to BLS Employment Projections 2024-2034, Food preparation and serving related workers, all other is projected to grow by 6.4% over the decade. Current employment stands at approximately 90,500 workers.
What skills are needed for Food preparation and serving related workers, all other?
Food preparation and serving related workers, all other requires a combination of technical knowledge and interpersonal skills. Typical education requirement: No formal educational credential.
How much do Food preparation and serving related workers, all other earn?
The median annual wage for Food preparation and serving related workers, all other is $34,830, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.
What education is required for Food preparation and serving related workers, all other?
The typical entry-level education for Food preparation and serving related workers, all other is No formal educational credential. Employers generally expect None of related work experience. On-the-job training typically involves Short-term on-the-job training. Requirements can vary by employer and specialization.
Which companies employ Food preparation and serving related workers, all other?
Public companies with significant Food preparation and serving related workers, all other workforce shares include MARRIOTT INTERNATIONAL INC /MD/, Hilton Worldwide Holdings Inc., LAS VEGAS SANDS CORP, among others. These employers are mapped by industry classification (SIC/NAICS) to BLS occupation-industry employment distributions. See the full employer rankings for AI displacement risk grades.
Employers with High AI Exposure in This Occupation Group
Public companies whose industry occupation mix includes a significant share of Food preparation and serving related workers, all other roles.
| Company | AI Grade | Risk Score |
|---|---|---|
| MARRIOTT INTERNATIONAL INC /MD/ | B | 39.4% |
| Hilton Worldwide Holdings Inc. | B | 39.4% |
| LAS VEGAS SANDS CORP | B | 39.4% |
| INTERCONTINENTAL HOTELS GROUP PLC /NEW/ | B | 39.4% |
| H World Group Ltd | B | 39.4% |
| Hyatt Hotels Corp | B | 39.4% |
| SERVICE CORP INTERNATIONAL | B | 39.4% |
| WYNN RESORTS LTD | B | 39.4% |
AI Exposure Rating
Medium automation risk based on O*NET task analysis. Most tasks require human judgment and are resistant to automation.
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Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).