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iot-developer/references/market.md
2026-08-14 17:30:19 +02:00

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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.