Medium AI Risk Average

First-line supervisors of personal service workers

SOC Code: 39-1022

First-line supervisors of personal service workers carries a 33% AI exposure score (Medium automation risk), with a median annual wage of $47,080 and +6.7% projected employment growth from 2024 to 2034 (BLS), affecting approximately 149,100 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
33% Medium

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
+6.7%
2024–2034 (BLS)
+10,000 jobs
Median Annual Wage
$47,080
BLS May 2024
How wage figures are sourced →

AI Exposure vs Industry Growth

Workforce demand by occupation Sanctioned bespoke signature viz (@signature-viz, KIZ-799) showing occupation-level workforce demand from BLS OEWS data. Pure SVG, no external dependencies.Projected Growth 2024-2034 (BLS)Technology+12.8%Healthcare+10.2%Professional+7.8%Education+5.8%Construction+4.5%Finance+4.6%Logistics+3.2%Government+1.2%Manufacturing-2.1%Retail-3.4%
National AI Exposure
40%
Average across all occupations
Avg Wage Growth
+3.2%
Median annual wage change
High-Risk Roles
127
Occupations with >70% AI exposure

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

Methodology confidence 92.0%
Industry standard

Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.

Employment Projections

149,100
Employment 2024
159,100
Projected 2034
+6.7%
Change (%)
+10,000
Change (jobs)

Occupation Insight

First-line supervisors of personal service workers (SOC 39-1022) carries an AI exposure score of 33%, 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 149,100 workers in this occupation in 2024, and projects a +6.7% change through 2034 — modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $47,080, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus Less than 5 years 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 First-line supervisors of personal service workers. 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

Typical Education
High school diploma or equivalent
Work Experience
Less than 5 years
On-the-Job Training
None

Top Tasks (O*NET)

  1. 1. Train workers in proper operational procedures and functions and explain company policies.
  2. 2. Meet with managers or other supervisors to stay informed of changes affecting operations.
  3. 3. Assign work schedules, following work requirements, to ensure quality and timely delivery of service.
  4. 4. Recruit and hire staff members.
  5. 5. Resolve customer complaints regarding worker performance or services rendered.
  6. 6. Take disciplinary action to address performance problems.
  7. 7. Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.
  8. 8. Investigate employee complaints and resolve problems following management rules and regulations.
  9. 9. Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications.
  10. 10. Direct or coordinate the activities of workers, such as hotel staff or hair stylists.

Key Skills Required

  • Active Listening
  • Critical Thinking
  • Speaking
  • Social Perceptiveness
  • Coordination
  • Time Management
  • Management of Personnel Resources
  • Reading Comprehension
  • Service Orientation
  • Persuasion

Knowledge Areas

  • Customer and Personal Service
  • English Language
  • Administration and Management
  • Public Safety and Security
  • Psychology
  • Personnel and Human Resources
  • Education and Training
  • Administrative
  • Computers and Electronics
  • Medicine and Dentistry

Frequently Asked Questions

Will AI replace First-line supervisors of personal service workers?

First-line supervisors of personal service workers has an AI exposure score of 33%, 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 First-line supervisors of personal service workers?

According to BLS Employment Projections 2024-2034, First-line supervisors of personal service workers is projected to grow by 6.7% over the decade. Current employment stands at approximately 149,100 workers.

What skills are needed for First-line supervisors of personal service workers?

Key skills for First-line supervisors of personal service workers include Active Listening, Critical Thinking, Speaking, and others. Typical entry-level education is High school diploma or equivalent.

How much do First-line supervisors of personal service workers earn?

The median annual wage for First-line supervisors of personal service workers is $47,080, 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 First-line supervisors of personal service workers?

The typical entry-level education for First-line supervisors of personal service workers is High school diploma or equivalent. Employers generally expect Less than 5 years of related work experience. On-the-job training typically involves None. Requirements can vary by employer and specialization.

Which companies employ First-line supervisors of personal service workers?

First-line supervisors of personal service workers roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

1.6
out of 5.0

Medium automation risk based on 10 analyzed tasks. Most tasks require human judgment and are resistant to automation.

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).

Related

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce Editorial