feat(ruag): submit AI Engineer C5I, and record the Kdo Cy package
RUAG C5I - AI Engineer C5I (Thun, app ID 18027): SUBMITTED 2026-08-27. Evidence Fit 74/100, fit class Stretch, title-capability hard gate FAIL (R1 build/operate the AI-LLM platform and R2 in-house LLM/retrieval are Adjacent, not Direct) - all knowingly accepted under the user's explicit Phase 0 override. Consumes the cohort's sole Stretch slot: cohort is now 6/10, Stretch 1/1. Critique ran twice. Round 1 scored the documents 85/100 and raised three Tier 1 items; Round 2, after the fixes, scores 93/100 with truth and provenance 24/25 and zero Tier 1 findings. Evidence Fit did not move and was not allowed to: PP-3 is a personal project and cannot convert an Adjacent title-capability into a Direct one. Documents (.tex is the deliverable; PDFs are gitignored): - resume 2pp/13 bullets, letter 1pp/295 words, both validators PASS - headline is now the canonical title "Staff Data, Analytics & AI Engineer", which puts the req's own word above the fold - PP-3 added as a Projekte section - the only current Linux/hardening evidence, since BS-6 ended Dec 2022 - the letter names the AI-platform gap in one sentence, then connects SW-5 to C5I's stated DevSecOps model - "governte" -> "governance-konforme"; JD term coverage 18/22 -> 22/22 claimable, with all six gap terms still correctly absent Two defects found and fixed that the first critique missed: - the resume never loaded babel, so a German document was hyphenated with English patterns (Hal-bleiterfertigung, Tran-skription). Fixed with babel[ngerman] plus a Transkription exception; this also cleared an overfull box. Check this on every future German package - resume_template.tex likely has the same omission. - IBM AI Engineering had no primary-source record. Certificate read directly (IBM via Coursera, 4 Jun 2020, verify 3ZBZFVAL6A34), recorded as entry #8; it also proves PyTorch, now evidence: certification. Also included: the submitted Kdo Cy DevOps Engineer III package, the Capgemini omit rule promoted into config.md, BW-1 canonicalized in experience_bundeswehr.md, and a scout.py comment correcting the telenorgroup slug from "near-empty" to a claimed board serving stale phantom listings that DEMO_TITLES would not catch. Compensation, PSP/project eligibility and role level were never resolved before sending and are now live screening topics. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01JMcHCsTKWvVzqyLChF5ckk
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Claude Opus 5
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@@ -289,8 +289,28 @@ COMPANIES = [
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# Telenor Norge (Teamtailor) — Nordic telco; Swisscom is the direct domain analogue
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# and Dennis worked in Norway before (Vizrt, Bergen). NOTE: the old Workday tenant
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# telenorgroup.wd3.myworkdayjobs.com is dead (HTTP 422 on /wday/cxs, 2026-07-29) —
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# Telenor migrated to Teamtailor. Slug telenorgroup is a near-empty group-HQ board;
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# telenornorway is the real Norway board (redirects to careers.telenor.no).
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# Telenor migrated to Teamtailor. telenornorway is the real Norway board (redirects
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# to careers.telenor.no).
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# TRAP — slug telenorgroup is NOT a "near-empty group-HQ board" as this comment used
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# to claim (corrected 2026-08-27): it is a claimed board titled "Sandbox: Telenor
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# Shared Services" serving 18 phantom listings whose newest is 2024-11-11, including
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# plausible-looking "Lead Software Engineer" / "Frontend Developer - Oslo" roles. None
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# of its titles hit the DEMO_TITLES fingerprint in fetch_teamtailor(), so that guard
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# would NOT catch it — do not widen DEMO_TITLES to cover this. That guard is for
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# *unclaimed* slugs served Teamtailor's demo seed set; this is a claimed board serving
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# years-stale data, a different failure mode (a newest-item age threshold is the fix,
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# if one is ever wanted). Never point this entry at telenorgroup.
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# Sibling Telenor boards probed 2026-08-27, all rejected, do not re-probe:
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# telenorcyberdefence (3 roles, newest 2025-10-06 — dormant), telenordenmark (4 roles:
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# retail sales, praktikant, legal student — zero engineering, and it would run under
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# the default CH/DK policy rather than norway_only, so it is pure noise),
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# telenoramp / telenormaritime / telenorsatellite / telenorsverige / telenorkystradio /
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# telenorbusiness (all HTTP 404 — no such board).
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# THROUGHPUT (measured 2026-08-27): the live board carries 4-5 roles at a time and is
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# mostly Norwegian-language ops/security. Exactly one relevant role has surfaced —
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# Platform Engineer, Core Automation (job 7829423, posted 2026-06-01, score 5), first
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# reported 2026-08-18 and HTTP 410 Gone by 2026-08-27. The feed did NOT silently drop
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# it; it genuinely closed. Expect roughly one tailorable role per quarter here.
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# CAVEAT: most Telenor Norge postings require Norwegian ("norsk og engelsk") and are
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# Oslo/Trondheim onsite-hybrid — verify both per role before tailoring.
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# Norwegian-language titles/descriptions score ~0 under the English eng keyword
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@@ -57,6 +57,26 @@
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"hard_gate": "pass",
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"channel": "weak",
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"outcome": "applied"
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},
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{
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"company": "Schweizer Armee - Kommando Cyber",
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"role": "DevOps Engineer III (Data Platform)",
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"application_date": "2026-08-27",
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"fit_class": "core",
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"evidence_fit": 79.0,
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"hard_gate": "pass",
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"channel": "weak",
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"outcome": "applied"
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},
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{
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"company": "RUAG MRO Holding AG (Business Area C5I)",
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"role": "AI Engineer C5I (w/m/d), Thun",
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"application_date": "2026-08-27",
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"fit_class": "stretch",
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"evidence_fit": 74.0,
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"hard_gate": "fail",
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"channel": "weak",
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"outcome": "applied"
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}
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]
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}
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@@ -1809,5 +1809,40 @@
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"decision": "applied",
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"note": "Submitted 2026-08-26. Adjacent, Evidence Fit 71, Document Quality ~91 est (critique scored 86 pre-Tier-1). 2pp resume + 1pp CL, both validator PASS. IMPORTANT FINDING: the application form's preferred-work-location dropdown offered NO Zurich option, despite the JD body saying 'Miami, Zurich or New York' and the site's own Zurich filter returning this req. Careers site is operated by Citadel Enterprise Americas LLC. Treat the Zurich seat as unconfirmed for any future Citadel application - check the form before investing. Working-model question (5-day onsite?) never resolved and may now be moot. Channel cold; user applied with low expectation.",
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"date": "2026-08-26"
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},
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"https://careers.axpo.com/jobs/8263436-staff-plattform-engineer-w-m-d": {
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"company": "",
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"title": "",
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"decision": "skip",
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"note": "User decision 2026-08-27: not of interest. Baden is a 90min commute from Thun and Axpo is unlikely to pay materially above his current ~140k. RULE: for a commute that long the package must be much better - BIS-style tax-free or FAANG-like comp. Azure + Terraform are also named requirements with 0 canonical evidence, but that was NOT the deciding factor.",
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"date": "2026-08-27"
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},
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"https://jobs.ruag.ch/offene-stellen/ai-engineer-c5i/4afaa9aa-74c1-4b4d-9232-cf65651ce8ec": {
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"company": "RUAG C5I",
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"title": "AI Engineer C5I (Thun)",
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"decision": "applied",
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"note": "SUBMITTED 2026-08-27 via jobs.ruag.ch (portal only; email and post are refused). Application ID 18027. Cohort evidence-first-2026-01 now 6/10 and the sole Stretch slot is CONSUMED (stretch 1/1). Evidence Fit 74/100, strategic Stretch, strict title-capability hard gate FAIL - all knowingly accepted under the user's explicit Phase 0 override; R1 (build/operate an internal AI-/LLM platform incl. compute cluster) and R2 (in-house LLM solutions, connectors, retrieval/document solutions) are Adjacent, not Direct. Document Quality 93/100 after a full critique-and-fix round (85 pre-edit), truth and provenance 24/25, zero Tier 1 findings at Round 2. Submitted package: German Swiss/DACH resume, 2 pages, 13 bullets, plus a German motivation letter, 1 page, 295 words. Both validators PASS with 0 warnings, 0 boxes, clean two-pass compiles, text-order checks and visual QA of every page. Positioning: Staff Data, Analytics & AI Engineer (his canonical title) with production ML-inference integration, Kubernetes/Linux/Ansible automation, current LLM application configuration and the canonical BW-1 officer career. PP-3 (private self-hosted Debian server, hardening) carries the current Linux/ops evidence since BS-6 ended Dec 2022. The letter names the AI-platform gap in one sentence and pivots to the operations/platform side, and connects SW-5 (Security Champion 2025/2026) to C5I's stated DevSecOps model. No RAG, retrieval, compute-cluster, GPU, model-training or LLM-platform ownership claim anywhere. Channel WEAK - cold portal submit; Marco Heinzen's published direct line (+41 79 568 14 96) was never used. STILL UNRESOLVED and now live screening topics: compensation (no band published; external samples suggest downside risk against the 180k bar), PSP/project eligibility for a German citizen with a Swiss B permit, and whether the role is lateral or a down-level move against current Staff + Component Owner scope.",
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"date": "2026-08-27"
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},
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"https://nvidia.wd5.myworkdayjobs.com/job/Switzerland-Zurich/Senior-Site-Reliability-Engineer--DGX-Cloud_JR2021427-1": {
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"company": "",
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"title": "",
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"decision": "shortlist",
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"note": "User flagged interesting 2026-08-27. NVIDIA JR2021427, posted 2026-08-20. KEY: Workday additionalLocations lists 'Switzerland, Remote' alongside Zurich - the commute constraint that killed Axpo does not apply, which re-ranks this level with RUAG on practical grounds. Comp is the FAANG-like shape he named as worth a trip anyway. Fit: K8s at scale, Python, observability (Prometheus/Grafana/ELK) Direct; GPU cluster ops across AWS/GCP/Azure/OCI. GAPS, both named requirements with 0 canonical evidence: (a) infrastructure automation - Terraform/Ansible/Chef/Puppet, Terraform is a recorded hard gap and the Kraken SRE rejection was exactly this shape; (b) SRE practice as a discipline - SLO/SLI/error budgets, on-call rotation, incident command, no SRE title. Also '10+ years operating production services'. NOTE: the scout's constructed URL 404s - the real apply link needs the NVIDIAExternalCareerSite segment: https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite/job/Switzerland-Zurich/Senior-Site-Reliability-Engineer--DGX-Cloud_JR2021427-1",
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"date": "2026-08-27"
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},
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"https://www.bis.org/careers/vacancies/jr100420.htm": {
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"company": "",
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"title": "",
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"decision": "maybe",
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"note": "User flagged interesting 2026-08-27; NOT recorded as shortlist because the JD read is worse than the title suggested. BIS Basel, Platforms team in ITS, 3-year fixed term, deadline 17 Sept 2026, hires all nationalities with relocation support, English corporate language - all fine and consistent with jr100429. PROBLEM: the title-defining capability is DBA, not platform data engineering. Purpose line is enterprise database platforms - Microsoft SQL Server, PostgreSQL, Oracle - with 'deep domain expertise in database technologies', DB administration/availability/lifecycle, and DB certifications as an advantage. That is a Gap, not a stretch. Same shape as the AWS Senior FDE NO-GO on 2026-08-18: minimum quals largely pass (K8s, IaC, CI/CD, observability, cloud all Direct) but the capability the title is built on is unsupported. Secondary issue: jr100429 has been open at BIS since 2026-07-10, so this would stack a second application at one org - the Snowflake precedent. Deadline is 3 weeks out, no urgency pressure.",
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"date": "2026-08-27"
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},
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"https://jobs.admin.ch/offene-stellen/devops-engineer-iii-data-platform/752ded37-1753-4ac8-946a-b0c958d4424a": {
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"company": "Schweizer Armee - Kommando Cyber",
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"title": "DevOps Engineer III (Data Platform)",
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"decision": "applied",
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"note": "Submitted 2026-08-27. Ref JRQ$540-19848, Zimmerwald. Core, Evidence Fit 79, Document Quality 92, hard gate PASS, channel weak. German 2-page CV plus 1-page motivation letter; the six-year Bundeswehr officer career is included as military-context and motivation evidence. User explicitly accepted the critique's remaining BS-1 wording issue ('ohne manuellen Eingriff') as good enough and submitted without the proposed correction. Honest gaps at submission: physical datacenter work, Pull-GitOps as a named practice, GPGPU, ClickHouse and second Swiss official language. Lohnklasse and Engineer-III level were not recorded as clarified.",
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"date": "2026-08-27"
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}
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}
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