# Mathematical Science Occupations, All Other

> All mathematical scientists not listed separately.
- **Entity Type:** role
- **Schema Version:** role.v1
- **Soc Code:** 15-2099.00
- **Summary:** All mathematical scientists not listed separately.

## Aliases

- Balance Engineer
- Cryptanalyst
- Cryptologist
- Geometer
- Geometrician
- Harmonic Analyst
- Mathematical Engineering Technician
- Mathematical Scientist
- Mathematics Technician
- Research Analyst
- Secret Code Expert
- Weight Analyst

## Tasks


## Emerging Tasks


## Activities


## Capabilities


## Skills


## Tools


## Work Context


## Preparation


### Education Distribution


## Person Fit


## Related Roles


## Career Clusters

| Cluster | Slug |
| --- | --- |
| Energy & Natural Resources | energy-natural-resources |
| Financial Services | financial-services |
| Healthcare & Human Services | healthcare-human-services |
| Management & Entrepreneurship | management-entrepreneurship |

## Education Level

- **Category:** Bachelor's degree

## Study Programs

| Title | Slug |
| --- | --- |
| Biological and Biomedical Sciences | biological-and-biomedical-sciences |
| Mathematics and Statistics | mathematics-and-statistics |
| Multi/Interdisciplinary Studies | multi-interdisciplinary-studies |

## Market

- **Median Wage:** 71490
- **Mean Wage:** 84700
- **Pct10Wage:** 40330
- **Pct25Wage:** 52440
- **Pct75Wage:** 101920
- **Pct90Wage:** 154140
- **Employment:** 4660
- **Area Title:** U.S.

## Industries


### Top

| Naics | Slug | Title | Level | Employment | Median Wage | Lq |
| --- | --- | --- | --- | --- | --- | --- |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 1540 | 77910 | 4.73 |
| 56 | 56 | Administrative and Support and Waste Management and Remediation Services | Sector | 460 | 73960 | 1.69 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 280 | 78870 | 3.3 |
| 61 | 61 | Educational Services | Sector | 280 | 77130 | 0.68 |
| 31-33 | 31-33 | Manufacturing | Sector | 190 | 79810 | 0.49 |
| 561320 | 561320 | Temporary Help Services | National industry | 150 | 63500 | 1.87 |
| 52 | 52 | Finance and Insurance | Sector | 110 | 66560 | 0.58 |
| 81 | 81 | Other Services (except Public Administration) | Sector | 100 | 78840 | 0.75 |
| 62 | 62 | Health Care and Social Assistance | Sector | 90 | 73420 |  |
| 42 | 42 | Wholesale Trade | Sector | 60 | 155160 |  |
| 524114 | 524114 | Direct Health and Medical Insurance Carriers | National industry | 40 | 49660 |  |
| 541330 | 541330 | Engineering Services | National industry |  | 80960 |  |

### Concentrated

| Naics | Slug | Title | Level | Employment | Lq |
| --- | --- | --- | --- | --- | --- |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 1540 | 4.73 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 280 | 3.3 |
| 561320 | 561320 | Temporary Help Services | National industry | 150 | 1.87 |
| 56 | 56 | Administrative and Support and Waste Management and Remediation Services | Sector | 460 | 1.69 |
| 81 | 81 | Other Services (except Public Administration) | Sector | 100 | 0.75 |
| 61 | 61 | Educational Services | Sector | 280 | 0.68 |
| 52 | 52 | Finance and Insurance | Sector | 110 | 0.58 |
| 31-33 | 31-33 | Manufacturing | Sector | 190 | 0.49 |
- **Count:** 13

## Ai Signals


## Ai Outlook


### Index

- **Value:** 92
- **Percentile:** 97
- **Band:** High
- **Version:** ai-exposure-index-v1

#### Components

| Percentile | Source |
| --- | --- |
| 89 | openai_gpts_are_gpts |
| 96 | microsoft_working_with_ai |
- **Component Count:** 2

### Exposure

| Source | Label | Value | Percentile | Band | Note |
| --- | --- | --- | --- | --- | --- |
| eloundou_gamma | LLM task exposure, γ (OpenAI / Eloundou) | 0.9666666666666667 | 89 | High | Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank. |
| microsoft_applicability | AI assistant applicability (Microsoft) | 0.33584301782659165 | 96 | High | How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement. |

### Eloundou

- **Alpha:** 0.7666666666666666
- **Beta:** 0.8666666666666667
- **Gamma:** 0.9666666666666667

### Usage Tasks


### Bls

- **Growth Percent:** 4
- **Growth Percentile:** 64
- **Direction:** About average
- **Annual Openings Thousands:** 0.3
- **Annual Openings Percentile:** 4
- **Employment2024Thousands:** 5
- **Employment2034Thousands:** 5.2

### Sources

| Source | Version |
| --- | --- |
| bls_employment_projections | 2024-2034 |
| microsoft_working_with_ai | working-with-ai |
| openai_gpts_are_gpts | gpts-are-gpts |

## Counts

- **Tasks:** 0
- **Skills:** 0
- **Capabilities:** 0
- **Tools:** 0
- **Related Roles:** 0

## Source

- **Dataset:** gold.onet_role_starter_surface
- **Version:** 30.3
- **Generated At:** 2026-06-02T21:00:32.945303+00:00
- **Content Hash:** 3eb0b8b276a9d262