Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for First-Line Supervisors:

46.8%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient first-line supervision of helpers, laborers, and material movers is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For first-line supervisors in this field, six of eight sources had data. On AI exposure, sources split: Will Robots Take My Job saw moderate human value, while AI Resilience Model and OpenAI Signals rated exposure high, pulling the Meaningful Human Contribution sub-score low. Steady demand and solid adaptive capacity helped, landing the role at "Somewhat Resilient" with medium-high confidence.

AI Resilience Report forFirst-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

$58,170 median salary•900 annual openings•SOC Code: 53-1042.00

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

This career sits in the "Somewhat Resilient" category because AI is genuinely changing how the work gets done, even if it is not eliminating the role entirely. The routine, paperwork-heavy parts of the job (like logging inspection results, tracking inventory, and monitoring worker performance) are being handled more and more by automated systems, which means supervisors who only focus on those tasks will find their responsibilities shrinking.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career sits in the "Somewhat Resilient" category because AI is genuinely changing how the work gets done, even if it is not eliminating the role entirely. The routine, paperwork-heavy parts of the job (like logging inspection results, tracking inventory, and monitoring worker performance) are being handled more and more by automated systems, which means supervisors who only focus on those tasks will find their responsibilities shrinking.

Read full analysis

Analysis of current AI resilience

First-Line Supervisors

Updated quarterly

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Latest AI news for First-Line Supervisors

These articles provide crucial insights for students considering careers as First-Line Supervisors of Helpers, Laborers, and Material Movers. While automation poses risks, such as UPS's automation of 68% of its operations, the risk of full replacement is low, with one source noting a score of 56/100 for this role's vulnerability. This highlights the importance of adapting to AI technologies, which can enhance efficiency and productivity. By understanding these trends, students can cultivate resilience and position themselves as valuable assets in an evolving landscape.

More Career Info

Career: First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

They oversee workers who move materials, making sure tasks are done safely and efficiently while solving any problems that come up.

Employment & Wage Data

* Data estimated from parent occupation

Median Wage

$58,170

Jobs (2025)

9,700

Growth (2025-35)

+9.3%

Annual Openings

900

Education

High school diploma or equivalent

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

92% ResilienceCore Task

Perform the same work duties as those supervised, or perform more difficult or skilled tasks or assist in their performance.

2

86% ResilienceCore Task

Resolve personnel problems, complaints, or formal grievances when possible, or refer them to higher-level supervisors for resolution.

3

85% ResilienceCore Task

Counsel employees in work-related activities, personal growth, or career development.

4

78% ResilienceCore Task

Collaborate with workers and managers to solve work-related problems.

5

75% ResilienceCore Task

Recommend or initiate personnel actions, such as promotions, transfers, or disciplinary measures.

6

72% ResilienceCore Task

Review work throughout the work process and at completion to ensure that it has been performed properly.

7

72% ResilienceCore Task

Participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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