# Market evidence report — ski-instructor

Source: **7 real job ads** (JSearch API, countries: us 7), extracted into the MSSQL evidence store; as of 2026-07-19.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).

## Seniority distribution

| Seniority | Ads | Share |
|---|---|---|
| n/a | 7 | 100 % |

## Tools — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | guest service | 4 | 57 % |
| 2 | skiing instruction | 4 | 57 % |
| 3 | snowboarding instruction | 4 | 57 % |
| 4 | ski instruction | 3 | 43 % |
| 5 | snowboard instruction | 3 | 43 % |

## Methods — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | lesson delivery | 3 | 43 % |

## Regional breakdown

> **Corpus note:** 7 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

### US (us)

**Insufficient evidence** — 7 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### UK (gb)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### EU/DACH (de, at, ch, nl)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.


## Job title variants in the market

| Title | Ads |
|---|---|
| Certified Ski Instructor | 1 |
| Certified Ski Instructor - Winter - FullPart-Time | 1 |
| Certified Ski or Snowboard Instructor | 1 |
| Certified Ski/Snowboard Instructor - Winter 2026-27 Season | 1 |
| Elite Ski & Snowboard Instructor Seasonal, Perks & Training | 1 |
| Seasonal Ski & Snowboard Instructor — World‑Class Training | 1 |
| Ski/Snowboard Instructor – Winter 24/25 Season | 1 |

Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.