Search for your job title to see how AI is reshaping it — exposure, displacement risk, and the timeline.
| Title | Category | AI Exposure 0–1 composite, 3 studies |
Displacement (est.) heuristic-v1, in-house |
Employment count, 2024 |
Median Wage USD, annual, BLS OES 2024 |
10-Yr Growth % change, BLS 2024–34 |
|---|---|---|---|---|---|---|
| Loading occupations… | ||||||
| Displacement figures are in-house heuristic-v1 estimates — see the heuristic badge on any occupation's detail page. | ||||||
The "Career Exposure Scores" CSV (downloadable from the methodology page) contains one row per occupation. The columns are:
| Column | Type | Description | Example |
|---|---|---|---|
| onet_code | string | O*NET-SOC occupation code | 19-3011.00 |
| soc_code | string | SOC occupation code (first 7 chars of onet_code) | 19-3011 |
| title | string | Occupation title | Economists |
| category | string | SOC major group (occupation category) | Life, Physical, and Social Science Occupations |
| exposure_score | float | Composite AI exposure score (0–1), weighted across published methodologies | 0.7055 |
| displacement_score | float|null | Heuristic-v1 displacement estimate (0–1, or null if fallback) | 0.7055 |
| augmentation_score | float|null | Augmentation score (0–1, or null) | 0.2945 |
| source_version | string | Per-methodology source version: "AIOE v2 (2023)" or "heuristic-v1" | AIOE v2 (2023) |
| methodology | int | Count of methodologies contributing to the composite (1–3) | 3 |
| median_wage | int|null | Annual median wage (USD), or null if unavailable | 115740 |
| entry_level_wage | int|null | Entry-level annual wage (USD), or null | 65000 |
| bls_projection_10yr_pct | float|null | BLS 10-year employment projection (% change), or null | 2.3 |
| n_empl_2024 | int|null | 2024 employment count (BLS), or null | 13250 |
| entry_education | string|null | Typical entry-level education requirement | Master's degree |
The source_version column distinguishes the published AIOE v2 score from the in-house heuristic-v1 estimate.
See the Coverage at a glance table on the methodology page for the methodology coverage definitions.
The CSV is generated from /api/career/browse?limit=1200 — the live API response is the source of truth for the columns.