13 bullets, 6 skills lines, International Tech profile in English with an
explicit Languages line naming German as mother tongue (user instruction).
Framing leads on operate-and-own — Component Ownership with on-call and
governance answers the JD's "Betrieb" and "Verantwortung für Qualität und
Nachhaltigkeit" — and carries the Bosch industrial sensor-data thread
(defect records, wafer inspection images, PCM parameters) against the
role's vorausschauende-Wartung purpose. GenAI/LLM material dropped.
Two deviations from the approved 11-bullet plan, both deliberate:
Fraunhofer keeps one combined bullet rather than zero, because dropping the
role opens an unexplained 21-month gap between Vizrt and Bosch; and BS-1 is
added as a fifth Bosch bullet, HIGH priority in the bundle and directly
relevant to an employer running a 24/7 network.
Kept the guarded page break after testing the natural flow: without it page 1
fills, but two Bosch bullets land on page 2 with no visible employer header.
Hierarchy beats page-fill, and page-fill quotas were removed on 2026-07-27.
Gates: canonical validator PASS (0 warnings), forbidden-token scan PASS (none
of the seven non-canonical JD tools present), scope-discipline scan PASS,
compile PASS at exactly 2 pages, both pages visually inspected. SW-1 and SW-7
bullets also read by eye against their claims.json forbidden lists.
Not submitted — held pending the Anforderungsniveau K comp answer.
Also fixes a KB defect found during generation: bundle_data_engineer.md §S5's
cover-letter hook read "leading the migration of our legacy stack", a
full-ownership verb on a company-scale object that contradicts claims.json
SW-1 and its own narrative thread. Rewritten, warned inline, and recorded in
the CLAUDE.md corrections log. The other four bundles are unchecked.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
Job ID 103755, posted 2026-08-20, surfaced by the 2026-08-21 scout run.
Evidence Fit 79/100 (Core, lower end), hard gate PASS. The title-defining
capability — build and operate cloud data pipelines and governed data
products — is Direct and current, unlike the AWS FDE NO-GO.
Best practical fit in the log: Bern-based, German-language, no relocation,
EU citizen plus B permit. Real strength cluster for the role's vorausschauende
Wartung purpose: Bosch fab sensor/process data, ELK/Kafka anomaly detection,
containerized ML inference, plus the condition-monitoring thesis.
Two open risks, both level and comp rather than fit: Anforderungsniveau K is
a capped GAV band whose figures are not public and must be asked, and the seat
reads lateral or below current Staff plus Component Owner scope — the same
shape declined at BKW. Level and ownership scored 9/15 for that reason.
Seven named tools are non-canonical (Snowflake, dbt, Argo Workflows, Helm,
Power BI, Spring Boot, Angular); survivable only because the JD prefixes the
stack list with "z. B.". Recorded as an accepted ATS risk, with a Phase 2
gate to keep all seven out of the generated document.
Cover letter: NO — SBB explicitly waives it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
dennisthiessenandClaude Opus 5