Machine Feeders and Offbearers
Feed materials into or remove materials from machines or equipment that is automatic or tended by other workers.
AI Impact Summary
Machine Feeders and Offbearers faces high AI displacement risk with a score of 51/100. This occupation has higher AI displacement risk than 98% of all analyzed occupations. Of 13 analyzed tasks, 3 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
13 tasks analyzed
Inspect materials and products for defects, and to ensure conformance to specifications.
Record production and operational data, such as amount of materials processed.
Push dual control buttons and move controls to start, stop, or adjust machinery and equipment.
Weigh or measure materials or products to ensure conformance to specifications.
Identify and mark materials, products, and samples, following instructions.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Inspect materials and products for defects, and to ensure conformance to specifications. | 80Estimated | 65.0% | 10% | |
| Record production and operational data, such as amount of materials processed. | 95Estimated | 87.2% | 5% | |
| Push dual control buttons and move controls to start, stop, or adjust machinery and equipment. | 60Estimated | 57.0% | 10% | |
| Weigh or measure materials or products to ensure conformance to specifications. | 95Estimated | 87.2% | 5% | |
| Identify and mark materials, products, and samples, following instructions. | 95Estimated | 87.2% | 5% |
Skill Impact Analysis
6
AI-Vulnerable
11
AI-Resistant
AI-Vulnerable
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Machine Feeders and Offbearers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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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.
Score History
PAIDSee how Machine Feeders and Offbearers's risk score has changed over 2 scoring runs.
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Education & Training
PAIDEducation levels, experience requirements, and training data for this occupation.
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Related News
Recent articles about AI affecting this occupation
How humanoid robots and factory economics are reshaping manufacturing jobs
The rapid advancement of China's humanoid robotics sector and shifting factory economics are poised to fundamentally alter the industrial labor market. As hardware components become cheaper, physical automation is moving closer to replacing human floor workers at scale.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis