medium risk

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

Directly supervise and coordinate the activities of helpers, laborers, or material movers.

Higher risk than 62% of occupations

AI Impact Summary

First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand faces moderate AI displacement risk with a score of 34/100. This occupation has higher AI displacement risk than 62% of all analyzed occupations. Of 24 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

24 tasks analyzed

Maintain a safe working environment by monitoring safety procedures and equipment.

Risk: 43.0%AI: 40EstimatedTime: 8%

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

Risk: 39.0%AI: 30EstimatedTime: 8%

Inform designated employees or departments of items loaded or problems encountered.

Risk: 29.0%AI: 35EstimatedTime: 4%

Examine freight to determine loading sequences.

Risk: 55.0%AI: 70EstimatedTime: 5%

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

Risk: 21.0%AI: 15EstimatedTime: 6%

Task	AI Capability	Risk	Time %
Maintain a safe working environment by monitoring safety procedures and equipment.	40Estimated	43.0%	8%
Review work throughout the work process and at completion to ensure that it has been performed properly.	30Estimated	39.0%	8%
Inform designated employees or departments of items loaded or problems encountered.	35Estimated	29.0%	4%
Examine freight to determine loading sequences.	70Estimated	55.0%	5%
Collaborate with workers and managers to solve work-related problems.	15Estimated	21.0%	6%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate

Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate

Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-4.2pt risk

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.