AI Career Radar

Mathematicians

Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods.

AI exposure21 / 100Low 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 automation19
Freedom to set tasks84
Repeating the same tasks28
$126,710Median annual wage, U.S.BLS OEWS
+0.6%Jobs, 2025 to 2035 (below average)BLS Employment Projections
57Skill 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
78
Judgment and Decision Making
63
69
Active Listening
63
60
Speaking
63
56
Monitoring
63
50
Active Learning
62
75
Complex Problem Solving
62
75
Coordination
62
47
Reading Comprehension
61
75
Time Management
61
44
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Writing
60
66
Social Perceptiveness
60
47
Learning Strategies
58
56
Instructing
58
50
Systems Analysis
57
50
Systems Evaluation
56
50
Service Orientation
56
25
Persuasion
54
44
Mathematics
53
100
Science
52
66
Negotiation
52
25
Management of Personnel Resources
50
25
Operations Analysis
49
38
Installation
48
0
Technology Design
47
16
Management of Financial Resources
47
16
Management of Material Resources
47
16
Quality Control Analysis
47
13
Equipment Selection
47
0
Equipment Maintenance
47
0
Troubleshooting
47
0
Operations Monitoring
46
9
Repairing
46
0
Programming
45
38
Operation and Control
43
0

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.

82/100 match
Median pay · U.S.
$120,230
10-yr growth
+34.6%
Skill gap
10%
Retraining
Low

Skills to build: Speaking, Active Listening, Time Management, Writing

79/100 match
Median pay · U.S.
$132,300
10-yr growth
+41%
Skill gap
24%
Retraining
Moderate

Skills to build: Service Orientation, Social Perceptiveness, Monitoring, Negotiation

#3DermatologistsHealthcare
76/100 match
Median pay · U.S.
$328,730
10-yr growth
+6.8%
Skill gap
18%
Retraining
Moderate

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

75/100 match
Median pay · U.S.
$166,570
10-yr growth
+9.7%
Skill gap
16%
Retraining
Moderate

Skills to build: Negotiation, Speaking, Active Listening, Monitoring

73/100 match
Median pay · U.S.
$244,180
10-yr growth
+3.3%
Skill gap
21%
Retraining
Moderate

Skills to build: Service Orientation, Time Management, Monitoring, Social Perceptiveness

#6NeurologistsHealthcare
73/100 match
Median pay · U.S.
$248,560
10-yr growth
+6.4%
Skill gap
23%
Retraining
Moderate

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

A second source of income, before you need it

This page can tell you where Mathematicians 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.