feat(sbb): Phase 0 for SBB Data Engineer, Asset Management, Bern

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

CLAUDE.md

@@ -157,6 +157,7 @@ _Update this section when starting/finishing a JD._
 
 | Session | Status | Next Command |
 |---------|--------|-------------|
+| SBB — Data Engineer (m/w/d), Asset Management Infrastrukturanlagen, **Bern** (Job ID 103755) | **PHASE 0 DONE 2026-08-21 — awaiting user confirmation.** Evidence Fit **79/100 (Core, lower end)**, hard gate **PASS** — the title-defining capability (build/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 + B permit**. Real strength cluster for the *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/comp not fit:** (1) **Anforderungsniveau K** is a capped GAV band and the figures are not public — must be asked, not researched; (2) the seat reads **lateral or below** current Staff + Component Owner scope (same shape as the declined BKW). Named gaps: Snowflake, dbt, Argo Workflows, Helm, Power BI, Spring Boot, Angular — all non-canonical, survivable only because the JD prefixes the stack list with "z. B.". **Cover letter: NO — SBB explicitly waives it.** Channel: posting names **Andri Wienandts, People Leader, +41 79 364 62 53** — the first published warm entry point in the entire log. | Confirm role type/format/framing, then `/make-resume output/SBB_DataEngineer_AssetMgmt/session_sbb_data_engineer_asset_mgmt.md` Phase 1 |
 | AWS (AWS EMEA SARL, Switzerland Branch) — Senior Forward Deployed Engineer, Zürich (job 10504263) | **CLOSED — NO-GO 2026-08-18** at the Phase 0 gate. Evidence Fit **69/100** (Adjacent). Minimum-qual gate passed (all 4 Basic Quals Direct) but the *title-defining* capability — customer embedding — is a Gap that `claims.json` globally forbids claiming, and R2 multi-agent/retrieval is a second Gap. User declined: **69 is below the fit bar worth spending a package on.** Consistent with revealed behaviour — every application actually submitted scored **77.5–89**; nothing below 75 has ever been sent. **No cohort slot consumed (Adjacent stays 1/2).** Phase 0 analysis retained in the session file for reuse if a better-fitting AWS req appears. | Done — no package built |
 | Google — Forward Deployed Engineer III, Google Cloud GTM (French, German), Zürich (req 78350205438567110) | **CLOSED — NOT PROCEEDING 2026-08-18.** Phase 0 was done (Evidence Fit 67/100, hard gate PASS) but user declined to proceed after **two Google rejections** (Merchant Data Science, Business Home): the bar is now that a Google req must fit *very* well to be worth a third attempt, and this one was Adjacent with an agent-orchestration Gap. **Frees the Adjacent cohort slot (back to 1/2).** Phase 1 never started. | Done — do not reopen without a materially stronger Google req |
 | SDU Center for Energy Informatics, Odense DK — PhD, Theme 2 Predictive Maintenance & Asset Management of Smart Energy Networks (job 4159) | **CLOSED — NOT PROCEEDING 2026-08-18.** Enquiry email to Prof. Bo Nørregaard Jørgensen (sent 2026-08-02) went unanswered for 16 days; user dismissed the idea. Genuine thesis fit (vibration condition monitoring, RBR+ANN hybrid) but the blockers were never the documents — 2 letters of recommendation 13 years out of academia, and DKK 37,075/mo ≈ CHF 56k against a 180k bar. Deadline was 2026-08-20. | Done — no further action |