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skillfactor-pipeline 8514d2e352 feat(flagship): reference-quality regeneration - lint clean, evals green

Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of
designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered;
SKILL.md with clean intro, full competences, market-driven hot-tech and
regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq

2026-07-09 22:22:05 +02:00

3.4 KiB

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Market evidence report — business-consultant

Source: 25 real job ads (JSearch API, countries: us 25), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority	Ads	Share
mid	14	56 %
senior	10	40 %
lead	1	4 %

Tools — full market ranking

#	Item	Ads	Share
1	Microsoft Excel	4	16 %
2	Visio	4	16 %
3	ServiceNow	3	12 %

Hard skills — full market ranking

#	Item	Ads	Share
1	data analysis	6	24 %
2	project management	6	24 %
3	requirements gathering	6	24 %
4	business analysis	4	16 %
5	business process analysis	4	16 %
6	process mapping	3	12 %
7	solution design	3	12 %
8	stakeholder management	3	12 %

Methods — full market ranking

#	Item	Ads	Share
1	Lean Six Sigma	4	16 %

Responsibilities — full market ranking

#	Item	Ads	Share
1	stakeholder communication	4	16 %
2	process improvement	3	12 %
3	team leadership	3	12 %

Regional breakdown

Corpus note: 25 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 — 25 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)