# Market evidence report — iot-developer

Source: **16 real job ads** (JSearch API, countries: us 16), extracted into the MSSQL evidence store; as of 2026-07-14.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).

## Seniority distribution

| Seniority | Ads | Share |
|---|---|---|
| mid | 7 | 44 % |
| junior | 5 | 31 % |
| senior | 3 | 19 % |
| n/a | 1 | 6 % |

## Tools — full market ranking

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

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | software design | 5 | 31 % |
| 2 | software development | 5 | 31 % |
| 3 | troubleshooting | 4 | 25 % |
| 4 | technical documentation | 3 | 19 % |

## Methods — full market ranking

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

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | application development | 4 | 25 % |
| 2 | team collaboration | 3 | 19 % |

## Regional breakdown

> **Corpus note:** 16 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** — 16 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 |
|---|---|
| Junior Full-Stack Developer: Web & IoT Data | 4 |
| IoT / Edge Software Engineer | 2 |
| Iot Developer in Washington DC | 1 |
| IoT Platform Backend Co-op Engineer | 1 |
| IoT Software Developer | 1 |
| IoT Software Engineer | 1 |
| Lead Software Engineer - Smart Grid & IoT Solutions | 1 |
| Remote Java Full-Stack Engineer for IoT Apps | 1 |
| Senior Embedded/Cloud Software Engineer - IoT | 1 |
| Senior Full-Stack Cloud & IoT Engineer | 1 |
| Senior IoT C​/C++ Developer — Cloud, Security & Containers | 1 |
| Senior Software Engineer - AI-Driven IoT Platform | 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.