AI Career Radar

First-Line Supervisors of Production and Operating Workers

Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders.

AI exposure37 / 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 automation32
Freedom to set tasks80
Repeating the same tasks59
$74,450Median annual wage, U.S.BLS OEWS
+1.8%Jobs, 2025 to 2035 (below average)BLS Employment Projections
67Skill durability (moderate)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
72
Speaking
63
72
Critical Thinking
63
69
Monitoring
63
69
Judgment and Decision Making
63
66
Coordination
62
69
Active Learning
62
53
Complex Problem Solving
62
53
Time Management
61
72
Reading Comprehension
61
63
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Social Perceptiveness
60
69
Writing
60
53
Learning Strategies
58
53
Instructing
58
50
Systems Analysis
57
53
Service Orientation
56
50
Systems Evaluation
56
50
Persuasion
54
50
Mathematics
53
35
Negotiation
52
50
Science
52
13
Management of Personnel Resources
50
72
Operations Analysis
49
47
Installation
48
3
Quality Control Analysis
47
50
Equipment Selection
47
31
Troubleshooting
47
31
Management of Financial Resources
47
31
Equipment Maintenance
47
28
Management of Material Resources
47
28
Technology Design
47
25
Operations Monitoring
46
53
Repairing
46
31
Programming
45
6
Operation and Control
43
44

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.

88/100 match
Median pay · U.S.
$129,180
10-yr growth
+21%
Skill gap
7%
Retraining
Low

Skills to build: Complex Problem Solving, Reading Comprehension, Writing, Systems Analysis

87/100 match
Median pay · U.S.
$135,880
10-yr growth
+21.1%
Skill gap
8%
Retraining
Low

Skills to build: Active Learning, Reading Comprehension, Operations Monitoring, Monitoring

83/100 match
Median pay · U.S.
$123,860
10-yr growth
+24.2%
Skill gap
20%
Retraining
Moderate

Skills to build: Management of Material Resources, Management of Financial Resources, Writing, Persuasion

82/100 match
Median pay · U.S.
$116,580
10-yr growth
+5.1%
Skill gap
4%
Retraining
Low

Skills to build: Writing, Active Learning, Complex Problem Solving, Reading Comprehension

81/100 match
Median pay · U.S.
$114,130
10-yr growth
+5.2%
Skill gap
6%
Retraining
Low

Skills to build: Writing, Negotiation, Reading Comprehension, Service Orientation

#6Art DirectorsCreative & Media
81/100 match
Median pay · U.S.
$114,850
10-yr growth
+4.2%
Skill gap
6%
Retraining
Low

Skills to build: Complex Problem Solving, Operations Analysis, Persuasion, Writing

A second source of income, before you need it

This page can tell you where First-Line Supervisors of Production and Operating Workers 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.