AI Career Radar

Grinding and Polishing Workers, Hand

Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.

AI exposure45 / 100Moderate exposure

Based on O*NET work context for this occupation. This score does not predict individual job losses.

What drives the score

Automation and repetition raise exposure; freedom to set tasks lowers it. Each measure uses a 0–100 scale.

Degree of automation30
Freedom to set tasks54
Repeating the same tasks64
$42,660Median annual wage, U.S.BLS OEWS
-19.2%Jobs, 2025 to 2035 (decline)BLS Employment Projections
48Skill durability (fragile)Transferability, out of 100

How well your skills transfer

Each skill is scored on how well it transfers into occupations that are growing and less exposed. The ones high on both importance and transfer are worth deepening.

Highest transferability first

Both scores out of 100

Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Active Listening
63
47
Speaking
63
47
Critical Thinking
63
47
Monitoring
63
44
Judgment and Decision Making
63
44
Complex Problem Solving
62
44
Coordination
62
41
Active Learning
62
35
Reading Comprehension
61
44
Time Management
61
44
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Social Perceptiveness
60
41
Writing
60
35
Instructing
58
31
Learning Strategies
58
28
Systems Analysis
57
31
Service Orientation
56
31
Systems Evaluation
56
28
Persuasion
54
31
Mathematics
53
28
Negotiation
52
28
Science
52
3
Management of Personnel Resources
50
28
Operations Analysis
49
16
Installation
48
0
Quality Control Analysis
47
60
Equipment Maintenance
47
53
Troubleshooting
47
47
Equipment Selection
47
41
Technology Design
47
22
Management of Material Resources
47
22
Management of Financial Resources
47
19
Operations Monitoring
46
56
Repairing
46
50
Programming
45
6
Operation and Control
43
53

Compare how well you can use each skill in growing, low-exposure occupations with its importance in your current role. How we score skills.

Jobs you could move to

Compare related occupations by skill overlap, retraining effort, pay and projected growth. Choose a priority to adjust the ranking. Licensing requirements may limit some routes.

83/100 match
Median pay · U.S.
$53,140
10-yr growth
+36.5%
Skill gap
20%
Retraining
Moderate

Skills to build: Installation, Active Learning, Critical Thinking, Monitoring

#2Wind Turbine Service TechniciansInstallation & Repair
83/100 match
Median pay · U.S.
$64,120
10-yr growth
+29.5%
Skill gap
24%
Retraining
Moderate

Skills to build: Troubleshooting, Repairing, Systems Evaluation, Learning Strategies

#3TapersSkilled Trades
80/100 match
Median pay · U.S.
$68,270
10-yr growth
-1.6%
Skill gap
2%
Retraining
Low
79/100 match
Median pay · U.S.
$65,160
10-yr growth
+19.4%
Skill gap
24%
Retraining
Moderate

Skills to build: Service Orientation, Instructing, Active Listening, Learning Strategies

#5Physical Therapist AssistantsHealthcare Support
79/100 match
Median pay · U.S.
$68,380
10-yr growth
+23%
Skill gap
27%
Retraining
Moderate

Skills to build: Active Listening, Social Perceptiveness, Monitoring, Service Orientation

#6Massage TherapistsHealthcare Support
79/100 match
Median pay · U.S.
$58,450
10-yr growth
+15.3%
Skill gap
14%
Retraining
Low

Skills to build: Service Orientation, Active Listening, Speaking, Social Perceptiveness

A second source of income, before you need it

This page can tell you where Grinding and Polishing Workers, Hand could go and what the move costs. The other route is not a move at all: something small of your own, running alongside the job, started while there is no pressure on it.

Where to learn the missing half: Google Career Certificates for systems analysis · active learning, LinkedIn Learning for writing · speaking, edX for mathematics · reading and PlanetNoCode for complex problem solving. Some of those are affiliate links. It never changes what we list.

Snapshot: O*NET 31.0, BLS OEWS May 2025, BLS Employment Projections 2025-2035. Scoring v2.1.0-onet-31.0. Method on the how it works page.