Not Very Resilient
Last Update: 10/7/2026
AI Resilience Score for Hand Grinding & Polishing:
30.0%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forGrinding and Polishing Workers, Hand
$42,660 median salary•700 annual openings•SOC Code: 51-9022.00
Grinding and Polishing Workers, Hand are less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Grinding and polishing work is labeled "Not Very Resilient" mainly because the most common, repetitive parts of the job (like weld blending, surface finishing, and gate removal on standard parts) are already being handled by AI-powered robotic systems that can adapt to variations in materials and shapes. The market for polishing and grinding robots is growing fast, from USD 0.34 billion in 2026 to USD 0.88 billion by 2035, which signals that more shops will be investing in automation over the next decade.
Learn more about how you can thrive in this position
This role is not very resilient
Grinding and polishing work is labeled "Not Very Resilient" mainly because the most common, repetitive parts of the job (like weld blending, surface finishing, and gate removal on standard parts) are already being handled by AI-powered robotic systems that can adapt to variations in materials and shapes. The market for polishing and grinding robots is growing fast, from USD 0.34 billion in 2026 to USD 0.88 billion by 2035, which signals that more shops will be investing in automation over the next decade.
Read full analysisAnalysis of current AI resilience
Hand Grinding & Polishing
Updated quarterly
How can Hand Grinding & Polishing prepare for AI?
Latest AI news for Hand Grinding & Polishing
Students considering careers as Grinding and Polishing Workers, Hand should be aware of the evolving landscape influenced by AI. While a report indicates a 63/100 risk of AI displacement, it's crucial to note that many hands-on tasks remain safe, with only minor administrative duties at risk. For instance, automation is primarily handling repetitive polishing on flat surfaces, leaving complex designs to skilled workers. Embracing these insights can foster resilience in this career, highlighting the value of craftsmanship in an increasingly automated world.
Grinding & Polishing Workers: AI Risk | 63/100 - AI Job Checker
www.aijobchecker.com • 9/20/2026
Will AI replace Grinding And Polishing Workers Hand ? With a 63/100 High Risk score, displacement is a serious near-term threat. Force-torque robotic end ... Read more
AI exposure: Grinding and Polishing Workers, Hand
taskexposure.org • 9/20/2026
11.5% of a Grinding and Polishing Workers, Hand job is work current AI systems can already produce. Rank 765 of 923 in the Task Exposure Index. Share Copy link Read more
Will AI replace hand polishing workers?
www.careerexplorer.com • 9/20/2026
AI won't replace hand polishing workers, but automation is handling some repetitive polishing on flat or uniform surfaces. Complex shapes, delicate finishes, ... Read more
Will AI Replace Grinding and Polishing Workers, Hand Jobs?
jobzonerisk.com • 9/20/2026
Moving from Grinding and Polishing Workers, Hand (Mid-Level) to Welder (Mid-Level) shifts your task profile from 5% displaced down to 10% displaced. You gain 25 ... Read more
Grinding and Polishing Workers, Hand - AI Job Risk Check
aijobriskcheck.com • 9/20/2026
Aug 1, 2026 — Minimal AI exposure for hand grinding and polishing workers. Most hands-on tasks remain safe, with only light administrative recording at ...
More Career Info
Career: Grinding and Polishing Workers, Hand
They smooth and shine metal or glass surfaces by using hand tools to remove rough spots and imperfections.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$42,660
Jobs (2025)
10,800
Growth (2025-35)
-19.2%
Annual Openings
700
Education
No formal educational credential
Experience
None
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
Repair and maintain equipment, objects, or parts, using hand tools.
2
File grooved, contoured, and irregular surfaces of metal objects, such as metalworking dies and machine parts, to conform to templates, other parts, layouts, or blueprint specifications.
3
Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.
4
Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.
5
Sharpen abrasive grinding tools, using machines and hand tools.
6
Apply solutions and chemicals to equipment, objects, or parts, using hand tools.
7
Clean brass particles from files by drawing file cards through file grooves.
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.
