feat(sbb): critique the package and apply its Tier 1 fix
Critique per critique_framework.md: hard gate PASS, Evidence Fit 79/100
(Core, unchanged — a document cannot move candidate-role fit), Document
Quality 90/100, Channel Weak but uniquely upgradeable. Claim audit clean
across all 13 bullets; no Tier 1 truth findings.
The skill's own spec asks for a single 8-dimension score including a
Publications weight, which contradicts critique_framework.md and CLAUDE.md
("never collapse them into one optimistic score"). Followed CLAUDE.md and
recorded the conflict — the skill definition looks stale relative to the
July rewrite.
Tier 1 finding and fix: the JD names Abfrageleistungsoptimierung in a
required line and the document had zero occurrences of "query", despite
canonical support sitting in BS-2's 3L variant. BS-2 now reads "tuning
query performance for analysis teams working with…" and the Pipelines
skills line gains "query performance tuning". Also surfaced "agile" in
SW-3, whose canonical 2L variant records "in an agile DevOps team" and
whose absence left the JD's second required line unaddressed.
Deliberately NOT applied: the API term. claims.json SW-7 records only
"onboard source systems" and SW-2's ingestion is Oracle to Kafka, so
adding it would be vocabulary substitution rather than evidence. Left
open pending user confirmation.
Re-verified after the edit: validator PASS, forbidden-token scan PASS,
compile PASS at 2 pages, both pages re-rendered and inspected. Longest
bullet 34 words, still under the flag threshold. Document Quality 90 to
92 on relevance/terminology.
Still not submitted — held pending the Anforderungsniveau K comp answer.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
This commit is contained in:
Claude Opus 5
@@ -0,0 +1,166 @@
|
||||
# Critique — SBB, Data Engineer (m/w/d), Asset Management Infrastrukturanlagen
|
||||
|
||||
**Date:** 2026-08-21 · **Job ID:** 103755 · **Package:** 2-page English resume, no cover letter (SBB waives it)
|
||||
**Documents reviewed:** `e2e_sbb_data_engineer_asset_mgmt_resume.tex` → `.pdf` (2 pages)
|
||||
**JD:** `JD_SBB_DataEngineer_AssetMgmt.txt` — verbatim Playwright scrape 2026-08-21, live posting. **JD integrity: PASS.**
|
||||
|
||||
> **Framework note.** `.claude/skills/critique/SKILL.md` Part 3 asks for a single 8-dimension score including a 10% Publications weight. That conflicts with `critique_framework.md` ("Never collapse candidate-role fit and document polish into one score") and with CLAUDE.md ("Record Evidence Fit, Document Quality, and Channel Strength separately; never collapse them into one optimistic score"). **CLAUDE.md and `critique_framework.md` govern**, so this critique reports three separate scores. The Publications dimension is not applicable — this is a resume for an industry role and Dennis has no publications. The skill's genuinely useful lenses (reader sequence, tiered fixes, interview bridges, mechanical verification) are retained below.
|
||||
|
||||
---
|
||||
|
||||
## 1. Fit verdict and hard-gate audit
|
||||
|
||||
**Hard gate: PASS.** No minimum qualification is a Gap. The title-defining capability — build and operate cloud data pipelines and governed data products — is Direct and current. No clearance, relocation, language or authorization issue.
|
||||
|
||||
**Evidence Fit: 79/100 — Core (lower end).** Unchanged from Phase 0; a document cannot change candidate-role fit. Full dimension table is in the session file. The binding constraint is not fit but **level**: this seat sits below current Staff + Component Owner scope (scored 9/15), the same shape declined at BKW.
|
||||
|
||||
**Unresolved practical constraint:** Anforderungsniveau K is a capped GAV band with no published figures. Not a fit failure, but it is the decision gate.
|
||||
|
||||
---
|
||||
|
||||
## 2. Document Quality: 90/100
|
||||
|
||||
| Dimension | Weight | Score | Assessment |
|
||||
|---|---:|---:|---|
|
||||
| Truth and provenance | 25 | **24** | Every bullet traces to a canonical claim ID. Validator PASS (0 warnings). SW-1 scoped to "pipelines in the Fulfillment and Product Analysis domains" + "contributing to the wider company migration programme"; SW-7 builds *data products* **within** the mesh, never the mesh. Compass and Spotfire correctly scoped as practitioner and co-owner. No unverified metric anywhere. |
|
||||
| Information hierarchy | 20 | **19** | Employer bold first, dates on the same line, title and location second, promotion shown. The guarded page break keeps every page's content under its own header. Minus one: the M.Eng. entry wraps onto two lines in the FIXED Education block, pushing its date to the second line. |
|
||||
| Bullet evidence and impact | 20 | **16** | Bullets are specific, scoped and verb-accurate. **Zero quantified outcomes anywhere in the document** — the correct call given every canonical metric is `unverified`, but it is still a real cost against competitors who will quantify. Bullet 5 carries two accomplishments (delivery; automation + RCA) — at the limit, not over it. |
|
||||
| Relevance and terminology | 15 | **11** | Covers most JD vocabulary naturally. Three cheap, *honestly available* terms are missing (see Tier 1/2). The largest terms cannot be carried at all. |
|
||||
| Skills evidence | 10 | **10** | Six lines, every entry canonical `allowed` or `allowed-with-context`, every one interview-ready. No self-ratings. No tool listed merely because the JD says it. |
|
||||
| Mechanics and readability | 10 | **10** | Compiles to exactly 2 pages. No clipping, overlap, orphaned heading or bad break. Umlauts render correctly. Bullets run 20–31 words with natural variation; none exceeds 35. |
|
||||
| **Total** | **100** | **90** | Strong. Truth/provenance is well above the 8/10 automatic-failure line. |
|
||||
|
||||
---
|
||||
|
||||
## 3. Channel Strength: **Weak** — but uniquely upgradeable
|
||||
|
||||
Currently a tailored cold application, same as every entry in the log. **This is the first posting in the entire history that publishes a named hiring contact with a direct mobile number** (Andri Wienandts, People Leader, +41 79 364 62 53). One call moves this to Moderate. Given that cold-channel outcomes have been uniformly poor — Google 1 day, Microsoft ISE 39 days, Equinor 79 days, all no-interview — the channel is a higher-leverage variable than any remaining document edit.
|
||||
|
||||
---
|
||||
|
||||
## 4. ATS / parser read
|
||||
|
||||
Extraction is clean; the layout is conventional and machine-readable. Term coverage against the JD:
|
||||
|
||||
**Present and natural:** ETL/ELT, Kafka, Airflow, streaming, data modelling, SQL, Python, tests, CI/CD, packaging, deployment, data products, Kubernetes, Docker, data governance, data quality, on-call, production operation, stakeholders, training, Teradata, Oracle, AWS, anomaly detection.
|
||||
|
||||
**Absent and honestly addable — the actionable finding:**
|
||||
|
||||
| Term | Status | Canonical support |
|
||||
|---|---|---|
|
||||
| query performance optimization | **0 occurrences** | BS-2's 3L variant: "optimized query performance and data availability". The JD names it in a *required* line. |
|
||||
| agile | **0 occurrences** | SW-3 and SW-4 both record "agile DevOps team". The JD's second required line opens with "Agile ... Arbeitsweise". |
|
||||
| API | **0 occurrences** | The JD says "Datenquellen integrierst du via APIs/Kafka". Kafka is covered; APIs are not. SW-7 onboards source systems. |
|
||||
|
||||
**Absent and NOT addable — accepted risk:** Snowflake, dbt, Argo Workflows, Helm, Power BI, Spring Boot, Angular, *predictive maintenance*, *asset management*. An automated screen keyed on any of these rejects the document, and nothing honest changes that. Note "asset management" appears once in a source-file **comment** only, not in rendered text.
|
||||
|
||||
> **On "predictive maintenance" specifically:** the phrase is deliberately absent. The nearest honest evidence is anomaly detection on streamed logs (PoC), defect classification, and a 2013 master's thesis on vibration-based condition monitoring that `claims.json` explicitly forbids presenting as a validated system. The Education block does carry the thesis title — *Development of a Web-Based Remote Fault Diagnosis System* — which is factual and does real work here without any claim being made. **Do not insert the term.**
|
||||
|
||||
---
|
||||
|
||||
## 5. Reader sequence
|
||||
|
||||
| Reader | Verdict | Reason |
|
||||
|---|---|---|
|
||||
| **Parser / ATS** | Pass, with one exposure | Clean extraction and strong general term coverage; fails any screen keyed on the three named products. |
|
||||
| **Recruiter (10s)** | **Forward** | Bern-local Staff engineer at Swisscom, German native, exact title match, no permit question. Nothing to disqualify. |
|
||||
| **Hiring manager (2min)** | **Interview — probable** | The lead bullet is Component Ownership with on-call, quality and governance. That is this JD's "Betrieb" line answered by someone doing it today at a peer Swiss enterprise. |
|
||||
| **Technical reviewer (10min)** | **Credible** | Expect two challenges: (1) "You have not used Snowflake or dbt — map your Teradata/Glue/Athena work onto them." (2) "How would you model a semantic layer over asset condition data?" Both are answerable; neither is bluffable. |
|
||||
|
||||
**Ceiling analysis.** The document is not the limiting factor — Document Quality 90 with a clean provenance record. The ceiling is set by (a) the three unnameable products, (b) the level inversion, and (c) a cold channel. Only (c) is under your control this week.
|
||||
|
||||
---
|
||||
|
||||
## 6. Competitive read
|
||||
|
||||
The obvious-fit competitor is a Swiss data engineer with 5+ years on the exact named stack, ideally already inside a transport, utility or infrastructure operator, and willing to maintain a Java/Angular internal web application. That last trait thins the field considerably — most pure data engineers do not want it.
|
||||
|
||||
**Dennis's real advantage:** he performs the operational half of this role today, in the same city, at comparable enterprise scale — plus a combination that is genuinely rare for this particular req: industrial sensor and asset data (defect records, wafer inspection images, PCM electrical parameters), anomaly detection over streamed logs, and containerized delivery into a continuously operating 24/7 environment.
|
||||
|
||||
**Their real advantage:** named-product fluency, and rail-domain vocabulary (asset taxonomy, EN 50126 RAMS, the swissTAMP/RIS ecosystem).
|
||||
|
||||
---
|
||||
|
||||
## 7. Claim audit
|
||||
|
||||
| Claim | Canonical ID | Direct/Adjacent | Safe? | Note |
|
||||
|---|---|---|---|---|
|
||||
| "Own Fulfillment ETL pipeline components as Component Owner" | SW-2 | Direct | ✅ | Allowed verb "own"; object scoped to components. |
|
||||
| "Migrated pipelines in the Fulfillment and Product Analysis domains… contributing to the wider company migration programme" | SW-1 | Direct | ✅ | Scoped object + hedged programme reference. Avoids all four SW-1 forbidden phrasings. |
|
||||
| "Build and model governed data products within Swisscom's company-wide Data Mesh" | SW-7 | Direct | ✅ | Verbs "build"/"model"/"onboard"/"maintain" all allowed; mesh is the container, never the object. |
|
||||
| "active metadata and lineage (Atlassian Compass)" | SW-7 | Direct | ✅ | Practitioner framing; no admin/rollout/ownership claim. |
|
||||
| "Build and operate Python data applications on Kubernetes with GitLab CI/CD" | SW-3 | Direct | ✅ | |
|
||||
| "Integrated containerized ML inference… replacing manual image-based defect classification" | BS-1 | Direct | ✅ | "Integrated" not "trained"; no model-development claim. |
|
||||
| "Built an anomaly-detection proof of concept" | BS-4 | Adjacent | ✅ | **PoC label retained** as required. |
|
||||
| "Co-owned the TIBCO Spotfire environment… co-presented" | BS-5 | Direct | ✅ | Co-ownership and co-presentation both preserved. |
|
||||
| "Served as Application Owner… defining SLOs" | BS-3 | Direct | ✅ | |
|
||||
| Summary: "Component Ownership covering data quality, governance and on-call operation" | SW-2 | Direct | ✅ | No scale or impact inflation. |
|
||||
|
||||
**No Tier 1 truth findings.** Security Champion correctly omitted. No LOC or test counts. No fabricated tools.
|
||||
|
||||
---
|
||||
|
||||
## 8. Tiered improvements
|
||||
|
||||
### Tier 1 (≥1 pt) — ✅ RESOLVED 2026-08-21
|
||||
1. ~~**Add query-performance optimization to BS-2.**~~ The JD names "Kenntnisse zur Abfrageleistungsoptimierung" in a *required* line and the document was silent on it, despite canonical support in BS-2's 3L variant. **FIXED:** BS-2 now reads "…tuning query performance for analysis teams working with semiconductor manufacturing data…", and "query performance tuning" was added to the Pipelines skills line. Two occurrences where there were zero. Validator re-run PASS, still 2 pages.
|
||||
|
||||
### Tier 2 (0.3–0.9 pt)
|
||||
2. ~~**Surface "agile"**~~ — ✅ **RESOLVED 2026-08-21.** SW-3's canonical 2L variant records "in an agile DevOps team"; that phrase is now in the SW-3 bullet. The JD's second required line opens with *Agile … Arbeitsweise*.
|
||||
3. **Name APIs alongside Kafka** in the SW-7 onboarding bullet, matching the JD's "via APIs/Kafka". **NOT APPLIED — deliberately.** `claims.json` SW-7 records "onboard source systems" with no mention of APIs, and SW-2's ingestion is Oracle → Kafka. There is no canonical evidence that source onboarding used APIs, so adding the term would be vocabulary substitution, exactly what `ai_fingerprint_rules.md` §5 forbids. **Only add if Dennis confirms from memory that it is true.**
|
||||
|
||||
### Tier 3 (<0.3 pt)
|
||||
4. The M.Eng. Education entry wraps to two lines, orphaning its date. FIXED section — flagged, not edited.
|
||||
5. Consider whether "Staff Data Engineer" in the headline should read "Staff Data, Analytics & AI Engineer" to match the employer's formal title exactly. Current form is a permitted normalization and reads better against this JD; no change recommended.
|
||||
|
||||
---
|
||||
|
||||
## 9. Interview bridge points
|
||||
|
||||
1. **Snowflake / dbt.** "I have not used them by name. I have run the same shape of work on Teradata and Oracle, then on Glue, Athena with Iceberg and Redshift, with Airflow for orchestration — modelling, testing and lineage discipline transfer; the syntax is what I would pick up."
|
||||
2. **Power BI.** "I co-owned a BI platform rather than just consuming one — TIBCO Spotfire at Bosch, including C# extensions and wafer-map visualizations, which I co-presented at TIBCO Analytics Forum 2022."
|
||||
3. **Predictive maintenance.** Lead with Bosch sensor and process data and the ELK/Kafka anomaly-detection PoC. The master's thesis on vibration-based condition monitoring is a genuine interest signal — **describe it as a methods prototype, never as a validated system.**
|
||||
4. **RAMSI / Spring Boot / Angular.** Be straightforward: Java is professional but historical, Spring Boot was a PoC contribution roughly a decade ago, Angular is absent. Better to ask what share of the role this actually is than to oversell it.
|
||||
5. **The level question, asked of them.** "The posting reads as a senior IC seat. Does it carry design ownership for the pipelines and the semantic layer, or is the architecture set elsewhere?" This is diligence, and it also surfaces whether the seat can grow.
|
||||
6. **Anforderungsniveau K.** Ask directly for the band range for this level with Regionalzulage Stufe 1. It is a published, collectively-bargained system — asking is normal, not pushy.
|
||||
7. **Why leave Swisscom.** Have an answer ready that is about the work (physical infrastructure, asset condition data, a visible public mission) rather than about the pay band, since the pay band is likely lower.
|
||||
|
||||
---
|
||||
|
||||
## 10. Cover letter
|
||||
|
||||
**Not provided — correctly.** SBB states: *"Darum verzichten wir bei dieser Stelle auf ein Motivationsschreiben."* Under the `cl_reference.md` gate a letter is written only when required or when it adds what the resume cannot. Neither holds, and submitting one anyway would signal the posting was not read.
|
||||
|
||||
**Does the resume stand alone? Yes.** The lead bullet delivers the operator identity within the first ten seconds, the skills block resolves the stack question, and the Bosch block carries the domain thread without a letter needing to explain it. The one thing a letter could have added — motivation for a lateral move to a public infrastructure operator — is better delivered on the phone call, where it can be a conversation instead of an assertion.
|
||||
|
||||
---
|
||||
|
||||
## 11. Mechanical verification
|
||||
|
||||
- [x] Canonical validator: **PASS**, 0 warnings
|
||||
- [x] Compiles: **2 pages**, exactly as required
|
||||
- [x] `pdftotext` order verified: employer → dates → title → location on every entry
|
||||
- [x] Both pages visually inspected: no clipping, overlap, tiny text, isolated heading or awkward break
|
||||
- [x] Umlauts (Universität, München) render correctly
|
||||
- [x] Forbidden-token scan: none of the seven non-canonical JD tools present in the document
|
||||
- [x] Scope-discipline scan: no full-ownership verb paired with an org-scale object
|
||||
- [x] Email is `dennis@thiessen.io` per config
|
||||
- [x] No date of birth, marital status, gender, children, or photo
|
||||
- [x] Certifications listed once; no duplication
|
||||
- [x] Bullet lengths 20–31 words, natural variation, none over 35
|
||||
- [x] No LOC counts, no test counts, no unverified metric
|
||||
|
||||
---
|
||||
|
||||
## 12. Verdict
|
||||
|
||||
| Axis | Result |
|
||||
|---|---|
|
||||
| **Hard gate** | PASS |
|
||||
| **Evidence Fit** | 79/100 — Core, lower end |
|
||||
| **Document Quality** | 90/100 |
|
||||
| **Channel Strength** | Weak (upgradeable to Moderate with one phone call) |
|
||||
|
||||
**The document is ready.** One Tier 1 fix is worth making (query performance optimization) and two Tier 2 terms are cheap. None of them is blocking.
|
||||
|
||||
**The package is not the constraint — the decision is.** Do not submit before the Anforderungsniveau K answer. A 90-quality document against a capped band that lands near current compensation is effort spent to create a decision you have already made twice (BKW, and the standing 180k bar). Make the call first.
|
||||
@@ -33,7 +33,7 @@ Staff data engineer who builds and runs production data pipelines and governed d
|
||||
|
||||
\begin{rSection}{Technical Skills}
|
||||
\skillline{Programming}{Python, SQL, PySpark; Java and C\# (professional, historical)}
|
||||
\skillline{Pipelines and streaming}{Apache Kafka, Apache Airflow, ETL/ELT, data modelling, Oracle, Teradata, Hadoop/Impala}
|
||||
\skillline{Pipelines and streaming}{Apache Kafka, Apache Airflow, ETL/ELT, data modelling, query performance tuning, Oracle, Teradata, Hadoop/Impala}
|
||||
\skillline{Cloud and platform}{AWS (S3, Glue, Athena/Iceberg, Redshift, Lambda, Step Functions), CloudFormation, Kubernetes, Docker, GitLab CI/CD, Ansible}
|
||||
\skillline{Data products and analytics}{Data Mesh data products, active metadata and lineage (Atlassian Compass), data governance; TIBCO Spotfire (co-owned, C\# extensions), Grafana, Prometheus, ELK (proof of concept)}
|
||||
\skillline{Certifications}{AWS Solutions Architect -- Associate; Data Engineering with AWS; iSAQB CPSA-F; ITIL Foundation}
|
||||
@@ -46,7 +46,7 @@ Staff data engineer who builds and runs production data pipelines and governed d
|
||||
\item Own Fulfillment ETL pipeline components as Component Owner, covering production operation, data quality, governance, incident handling and on-call duty across Oracle, Kafka, Python and Teradata processing.
|
||||
\item Migrated pipelines in the Fulfillment and Product Analysis domains onto Swisscom's AWS platform using Glue, Athena with Apache Iceberg, Redshift, Airflow and CloudFormation, contributing to the wider company migration programme.
|
||||
\item Build and model governed data products within Swisscom's company-wide Data Mesh, onboarding source systems and maintaining active metadata and lineage so downstream teams can find and reuse data.
|
||||
\item Build and operate Python data applications on Kubernetes with GitLab CI/CD, covering automated tests, packaging and deployment from development through production operation.
|
||||
\item Build and operate Python data applications on Kubernetes with GitLab CI/CD in an agile DevOps team, covering automated tests, packaging and deployment from development through production operation.
|
||||
\item Gather requirements with business stakeholders and deliver data products, analyses and dashboards; automate recurring technical processes and run root-cause analysis under 2nd- and 3rd-level support.
|
||||
\end{rSubsection}
|
||||
\end{rSection}
|
||||
@@ -55,7 +55,7 @@ Staff data engineer who builds and runs production data pipelines and governed d
|
||||
|
||||
\begin{rSection}{Professional Experience (continued)}
|
||||
\begin{rSubsection}{Robert Bosch Semiconductor Manufacturing Dresden GmbH}{Feb 2020 -- Dec 2022}{Senior Engineer, Data Analysis (Data Engineering)}{Dresden, Germany}
|
||||
\item Developed Python, Java and C\# data services over Oracle and Hadoop/Impala, giving analysis teams access to semiconductor manufacturing data -- defect-management records, wafer inspection images and electrical parameters from process control monitoring.
|
||||
\item Developed Python, Java and C\# data services over Oracle and Hadoop/Impala, tuning query performance for analysis teams working with semiconductor manufacturing data -- defect-management records, wafer inspection images and electrical parameters from process control monitoring.
|
||||
\item Served as Application Owner for analytics applications and upstream pipelines, defining SLOs, coordinating vendors and delivering user training and documentation.
|
||||
\item Integrated containerized ML inference with Docker, Kubernetes and Ansible into a continuously operating semiconductor-fab environment, replacing manual image-based defect classification.
|
||||
\item Built an anomaly-detection proof of concept on Elasticsearch, Logstash, Kibana and Kafka, with Grafana, Prometheus and Loki monitoring for continuously operating manufacturing systems.
|
||||
|
||||
@@ -226,7 +226,19 @@ This is survivable **only because the JD writes "z. B."**. The requirement as wr
|
||||
## Output Files
|
||||
- Resume: `e2e_sbb_data_engineer_asset_mgmt_resume.tex` → `.pdf` (**2 pages**, generated 2026-08-21)
|
||||
- Cover letter: **intentionally omitted** — SBB explicitly waives it
|
||||
- Critique: PENDING — `/critique output/SBB_DataEngineer_AssetMgmt/session_sbb_data_engineer_asset_mgmt.md`
|
||||
- Critique: `critique_sbb_data_engineer_asset_mgmt.md` (2026-08-21)
|
||||
|
||||
## Critique Summary
|
||||
- Evidence Fit: **79/100 — Core (lower end)**, unchanged; a document cannot move candidate-role fit
|
||||
- Hard gate: **PASS**
|
||||
- Document Quality: **92/100** after Edit 1 (was 90 at critique time) — truth/provenance 24/25, well clear of the 8/10 automatic-failure line
|
||||
- Channel Strength: **Weak**, but uniquely upgradeable — the first posting in the log with a named hiring contact and a direct number
|
||||
- **Tier 1 fix (one):** the JD names *Abfrageleistungsoptimierung* in a required line and the document is silent on query performance, despite canonical support in BS-2's 3L variant. The only substantive gap that costs nothing in honesty.
|
||||
- Tier 2: "agile" **RESOLVED** (Edit 1, SW-3). APIs **not applied** — no canonical evidence that source onboarding used APIs; needs user confirmation before it can be added.
|
||||
- **No Tier 1 truth findings.** Claim audit clean across all 13 bullets; SW-1 and SW-7 both avoid every forbidden phrasing.
|
||||
- Reader sequence: ATS pass (fails only a screen keyed on the three unnameable products) · Recruiter **Forward** · Hiring manager **Interview, probable** · Technical reviewer **Credible**.
|
||||
- **Verdict: the document is ready; the decision is the constraint.** Do not submit before the Anforderungsniveau K answer.
|
||||
- Framework note: the critique skill's single 8-dimension score (incl. Publications) conflicts with `critique_framework.md` and CLAUDE.md, which mandate three separate scores. Followed CLAUDE.md.
|
||||
|
||||
### Phase 2 record
|
||||
- **13 bullets** shipped, not the 11 planned. Two deliberate changes during generation:
|
||||
@@ -237,12 +249,35 @@ This is survivable **only because the JD writes "z. B."**. The requirement as wr
|
||||
- **Gates:** canonical validator **PASS** (0 warnings) · forbidden-token scan **PASS** (none of the seven non-canonical JD tools present) · scope-discipline scan **PASS** (no ownership verb paired with an org-scale object) · compile **PASS** (exactly 2 pages) · both pages visually inspected — no clipping, overlap, orphaned heading or bad break; umlauts render correctly.
|
||||
- **Note for future runs:** the validator scans **raw file text including comments**. A header comment listing the banned tool names failed the gate on the first pass. Describe them; never name them.
|
||||
|
||||
## Edit History
|
||||
|
||||
### Edit 1 (2026-08-21): critique Tier 1 + one Tier 2
|
||||
- **Source:** `critique_sbb_data_engineer_asset_mgmt.md` items 1 and 2
|
||||
- **Changes (all MODIFY — no bullet added, removed or swapped):**
|
||||
1. BS-2 bullet: "giving analysis teams access to…" → "**tuning query performance for** analysis teams working with…". Canonical support: BS-2 3L variant, "optimized query performance and data availability".
|
||||
2. Pipelines skills line: added "query performance tuning".
|
||||
3. SW-3 bullet: added "**in an agile DevOps team**". Canonical support: SW-3 2L variant.
|
||||
- **Not applied:** the API term (critique Tier 2 item 3). No canonical evidence that source onboarding used APIs — adding it would be vocabulary substitution. Needs user confirmation.
|
||||
|
||||
| Metric | Before | After | Delta |
|
||||
|---|---:|---:|---|
|
||||
| Page count | 2 | 2 | 0 |
|
||||
| Bullets | 13 | 13 | 0 |
|
||||
| Validator | PASS | PASS | 0 |
|
||||
| Forbidden tokens | 0 | 0 | 0 |
|
||||
| "query" occurrences | 0 | **2** | +2 |
|
||||
| "agile" occurrences | 0 | **1** | +1 |
|
||||
| Longest bullet (words) | 31 | 34 | +3 (still under the 35 flag) |
|
||||
|
||||
- **Verification:** validator PASS (0 warnings) · forbidden-token scan PASS · compile PASS at 2 pages · both pages re-rendered and inspected — no clipping, overlap, orphan or bad break.
|
||||
- **Effect on scores:** Document Quality relevance/terminology moves 11→13, so **Document Quality 90 → 92/100**. Evidence Fit unchanged at 79 (edits do not change candidate-role fit).
|
||||
|
||||
## Status
|
||||
- Fit gate: **DONE — PASS, Core, Evidence Fit 79/100**
|
||||
- Phase 0: **DONE** (2026-08-21)
|
||||
- Phase 1: **DONE** (2026-08-21) — user confirmed bundle, chose English with German-native stated, delegated framing
|
||||
- Resume: **DONE** (2026-08-21) — 13 bullets, 6 skills lines, 2 pages, all gates PASS
|
||||
- Resume: **DONE** (2026-08-21, Edit 1 applied) — 13 bullets, 6 skills lines, 2 pages, all gates PASS
|
||||
- Cover letter: NO (SBB waives it)
|
||||
- Critique: PENDING
|
||||
- Critique: **DONE** (2026-08-21) — Document Quality 92/100 after Edit 1; **no outstanding Tier 1 fixes**
|
||||
- Application/outcome: **not submitted — held pending the comp answer**
|
||||
- Next: call Andri Wienandts (+41 79 364 62 53) on the Anforderungsniveau K band and the seat's design scope → then either `/critique` and submit, or close as NO-GO on comp
|
||||
- Next: call Andri Wienandts (+41 79 364 62 53) on the Anforderungsniveau K band and the seat’s design scope → then either apply the Tier 1 query-performance fix and submit, or close as NO-GO on comp
|
||||
|
||||
Reference in New Issue
Block a user