AI Career Radar

Computer Hardware Engineers

Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components.

AI exposure40 / 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 automation43
Freedom to set tasks76
Repeating the same tasks53
$161,740Median annual wage, U.S.BLS OEWS
+9.1%Jobs, 2025 to 2035 (much faster than average)BLS Employment Projections
68Skill 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
Critical Thinking
63
75
Active Listening
63
72
Speaking
63
72
Judgment and Decision Making
63
66
Monitoring
63
53
Complex Problem Solving
62
72
Active Learning
62
69
Coordination
62
53
Reading Comprehension
61
75
Time Management
61
53
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Writing
60
72
Social Perceptiveness
60
44
Instructing
58
50
Learning Strategies
58
47
Systems Analysis
57
60
Systems Evaluation
56
60
Service Orientation
56
41
Persuasion
54
41
Mathematics
53
56
Science
52
47
Negotiation
52
31
Management of Personnel Resources
50
41
Operations Analysis
49
60
Installation
48
22
Quality Control Analysis
47
47
Technology Design
47
41
Troubleshooting
47
41
Equipment Selection
47
38
Equipment Maintenance
47
28
Management of Material Resources
47
22
Management of Financial Resources
47
19
Operations Monitoring
46
50
Repairing
46
28
Programming
45
38
Operation and Control
43
19

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.

#1ProsthodontistsHealthcare
81/100 match
Median pay · U.S.
$311,180
10-yr growth
+5.8%
Skill gap
7%
Retraining
Low

Skills to build: Social Perceptiveness, Monitoring, Service Orientation, Management of Personnel Resources

#2OrthodontistsHealthcare
78/100 match
Median pay · U.S.
$289,140
10-yr growth
+6%
Skill gap
13%
Retraining
Low

Skills to build: Social Perceptiveness, Monitoring, Coordination, Negotiation

77/100 match
Median pay · U.S.
$232,140
10-yr growth
+8.3%
Skill gap
15%
Retraining
Low

Skills to build: Operation and Control, Operations Monitoring, Monitoring, Time Management

76/100 match
Median pay · U.S.
$129,180
10-yr growth
+21%
Skill gap
2%
Retraining
Low

Skills to build: Monitoring, Quality Control Analysis

#6PsychiatristsHealthcare
76/100 match
Median pay · U.S.
$281,870
10-yr growth
+7.2%
Skill gap
18%
Retraining
Moderate

Skills to build: Social Perceptiveness, Service Orientation, Active Listening, Learning Strategies

A second source of income, before you need it

This page can tell you where Computer Hardware Engineers 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.