Where AI can help
AI can help produce exercises and adapt materials.
US labor-market data in USD. Changing language does not change the country.
✓ United StatesBrazil — data in preparationBrazil is not available yet. We will publish a local dataset after validating CBO mapping and remuneration coverage.
Design and deliver training to improve team performance. They assess learning needs and whether training helped.
Present information with a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.
Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.
Evaluate modes of training delivery, such as in-person or virtual, to optimize training effectiveness, training costs, or environmental impacts.
Offer specific training programs to help workers maintain or improve job skills.
Assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.
A workshop with an observable objective, practical activity and learning assessment.
Editorial example, not a reported worker interview. Tools vary by employer.People development teams, consultancies and customer training. Includes preparation and group facilitation.
O*NET® 31.0 ↗Mean is the arithmetic average; median is the midpoint of the wage distribution. National occupational figures are not starting-salary promises.
Percentiles describe the workforce distribution, not junior and senior salary bands. Excludes self-employed workers; see the source for coverage.
BLS · May 2025 · USD/year ↗Includes replacement needs over 2025–2035. These are projections, not open job advertisements.
BLS · 2025–2035 ↗AI can help produce exercises and adapt materials.
Diagnosing actual gaps and observing learning require interaction and assessment.
The task discussion is editorial interpretation. Only the exposure percentage is reproduced from the study; we do not assign percentages to individual tasks.
Anthropic · March 2026 study ↗Use the exercise below to practice a real task, check AI outputs and identify where you need more depth. A career change is one option, not a requirement.
Prepare a short session on a skill you know. Test the activity and record what participants could do.
Typical requirements in BLS data, not universal hiring rules. Verify the employer’s requirements and any applicable credential or license.
BLS · 2025 ↗Presentations · learning platforms · surveys and instructional materials
Editorial example, not a reported worker interview. Tools vary by employer.
These are researched starting points, not personalized recommendations or promises of lower AI exposure. Check the destination’s requirements and your own circumstances.
People development experience can support other HR processes.
Conflict handling and sensitive information differ; do not assume knowledge of all HR areas.
Prepare a short session on a skill you know. Test the activity and record what participants could do.
Use the official occupation title below to search current listings. Check duties, location, experience and compensation. External search results have not been verified as active by this directory.
Training and Development SpecialistsSearch external job listings ↗Ask which tasks take the most time, how AI changed the routine and what evidence of skill helped them enter. Compare their experience with the published data.
My Next Move ↗Occupational descriptions adapt the O*NET® 31.0 Database, U.S. Department of Labor, Employment and Training Administration, under CC BY 4.0. Is my job toast? translated, shortened and supplemented the material. USDOL/ETA has not approved or endorsed these changes. CC BY 4.0 ↗