# Social Scientists and Related Workers, All Other

> All social scientists and related workers not listed separately.
- **Entity Type:** role
- **Schema Version:** role.v1
- **Soc Code:** 19-3099.00
- **Summary:** All social scientists and related workers not listed separately.

## Aliases

- Behavioral Scientist
- Computational Linguist
- Demographer
- Developmental Psychologist
- Director of Research
- Ethnologist
- Etymologist
- Experimental Psychologist
- Forensic Psychologist
- Group Tester
- Health Psychologist
- Human Factors Scientist

## Tasks


## Emerging Tasks


## Activities


## Capabilities


## Skills


## Tools


## Work Context


## Preparation


### Education Distribution


## Person Fit


## Related Roles


## Career Clusters

| Cluster | Slug |
| --- | --- |
| Education | education |
| Energy & Natural Resources | energy-natural-resources |
| Healthcare & Human Services | healthcare-human-services |
| Public Service & Safety | public-service-safety |

## Education Level

- **Category:** Bachelor's degree

## Study Programs

| Title | Slug |
| --- | --- |
| Education | education |
| Family and Consumer Sciences/Human Sciences | family-and-consumer-sciences-human-sciences |
| Foreign Languages, Literatures, and Linguistics | foreign-languages-literatures-and-linguistics |
| Health Professions and Related Programs | health-professions-and-related-programs |
| Multi/Interdisciplinary Studies | multi-interdisciplinary-studies |
| Natural Resources and Conservation | natural-resources-and-conservation |
| Public Administration and Social Service Professions | public-administration-and-social-service-professions |
| Social Sciences | social-sciences |

## Market

- **Median Wage:** 100340
- **Mean Wage:** 106440
- **Pct10Wage:** 62570
- **Pct25Wage:** 79210
- **Pct75Wage:** 127880
- **Pct90Wage:** 160810
- **Employment:** 36970
- **Area Title:** U.S.

## Industries


### Top

| Naics | Slug | Title | Level | Employment | Median Wage | Lq |
| --- | --- | --- | --- | --- | --- | --- |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 4870 | 104310 | 1.89 |
| 61 | 61 | Educational Services | Sector | 4520 | 83100 | 1.38 |
| 541720 | 541720 | Research and Development in the Social Sciences and Humanities | National industry | 2450 | 104680 | 168.09 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 1610 | 171320 | 2.39 |
| 62 | 62 | Health Care and Social Assistance | Sector | 490 | 66260 | 0.09 |
| 81 | 81 | Other Services (except Public Administration) | Sector | 450 | 80760 | 0.42 |
| 42 | 42 | Wholesale Trade | Sector | 80 | 85070 |  |
| 621330 | 621330 | Offices of Mental Health Practitioners (except Physicians) | National industry | 70 | 39690 |  |
| 561320 | 561320 | Temporary Help Services | National industry | 60 | 68080 |  |
| 31-33 | 31-33 | Manufacturing | Sector | 50 | 66570 |  |
| 51 | 51 | Information | Sector | 40 | 134250 |  |
| 541330 | 541330 | Engineering Services | National industry |  | 96360 |  |

### Concentrated

| Naics | Slug | Title | Level | Employment | Lq |
| --- | --- | --- | --- | --- | --- |
| 541720 | 541720 | Research and Development in the Social Sciences and Humanities | National industry | 2450 | 168.09 |
| 55 | 55 | Management of Companies and Enterprises | Sector | 1610 | 2.39 |
| 54 | 54 | Professional, Scientific, and Technical Services | Sector | 4870 | 1.89 |
| 61 | 61 | Educational Services | Sector | 4520 | 1.38 |
| 81 | 81 | Other Services (except Public Administration) | Sector | 450 | 0.42 |
| 62 | 62 | Health Care and Social Assistance | Sector | 490 | 0.09 |
- **Count:** 13

## Ai Signals

| Source | Label | Score | Scale | Release |
| --- | --- | --- | --- | --- |
| frey_osborne | Computerization probability | 0.04 | 0-1 probability | 2013-baseline-2016-employment-snapshot |
| felten_aioe | AI occupational exposure | 1.328048 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_image_generation_aioe | Image generation occupational exposure | 1.902576 | relative exposure score | 2021-plus-generative-ai-workbooks |
| felten_language_modeling_aioe | Language modeling occupational exposure | 1.084824 | relative exposure score | 2021-plus-generative-ai-workbooks |

## Ai Outlook


### Index

- **Value:** 90
- **Percentile:** 95
- **Band:** High
- **Version:** ai-exposure-index-v1

#### Components

| Percentile | Source |
| --- | --- |
| 89 | felten_aioe |
| 86 | openai_gpts_are_gpts |
| 94 | microsoft_working_with_ai |
- **Component Count:** 3

### Exposure

| Source | Label | Value | Percentile | Band | Note |
| --- | --- | --- | --- | --- | --- |
| felten_aioe | Overall AI exposure (Felten et al.) | 1.328048 | 89 | High | How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss. |
| eloundou_gamma | LLM task exposure, γ (OpenAI / Eloundou) | 0.9534883720930233 | 86 | 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) | 0.3293075794929735 | 94 | 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. |

### Frey Historical

- **Source:** frey
- **Label:** Computerization probability (Frey & Osborne, 2013)
- **Value:** 0.04
- **Percentile:** 22
- **Band:** Low
- **Note:** A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking.
- **Teleworkable:** yes

### Eloundou

- **Alpha:** 0.09302325581395349
- **Beta:** 0.5232558139534884
- **Gamma:** 0.9534883720930233

### Usage Tasks


### Bls

- **Growth Percent:** -1.7
- **Growth Percentile:** 20
- **Direction:** Declining
- **Annual Openings Thousands:** 3.2
- **Annual Openings Percentile:** 39
- **Employment2024Thousands:** 40.8
- **Employment2034Thousands:** 40.1

### Sources

| Source | Version |
| --- | --- |
| bls_employment_projections | 2024-2034 |
| dingel_neiman | dingel-neiman-workathome |
| felten_aioe | felten-raj-seamans-aioe |
| frey_osborne | frey-osborne-automation |
| 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:** 6d75db1b5f39f7a4