Pipeline run
5dbf9a6d-e80f-4628-aae8-52d3176b7b8e
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
Post-classification
Captured for admin review
• Provide technical leadership to develop QA automation, Performance Agile Implementation Strategy for Magnum quality. • Evaluate test tools for automation including build verification and IDE plugins…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Test Automation Engineer
domain · Testing & Quality CASE DOMAINslug: test-automation-engineer · id: 52 · source: db
Domain=Testing & Quality; The JD is centered on QA automation strategy, automation framework design, test scripts, tool evaluation, and code reviews, which best matches a Test Automation Engineer leadership role.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Corporate Title: Assistant Vice President Division: BCT-Reinsurance Infotech & Data Office (51002867) Department: BCTR-Chief Technology Office RE Solutions (54000462) Recruiter: Vikas Ganesh Kollya Hiring Manager: Arun Gotikala Copy the below link to share this job posting with your coworkers: https://performancemanager12.successfactors.eu/sf/jobreq?jobId=123706&company=SwissRe About The Team Magnum is an automated underwriting solution built by Swiss Re and helps 70+ insurers across the globe to automate the risk assessment in their Life and Health insurance transactions. Magnum is a market-leading software for automated underwriting worldwide, recognized by The Forrester Wave™ as a leader in Automated Life Insurance Underwriting Engines. Magnum is catering to a fast-growing base of installed clients with dedicated teams across the world, from the US to Europe and Asia. Our ambition is to best serve our clients and achieve balanced growth of Magnum products. About Role To maintain ground-breaking propositions for Magnum and support the next wave of innovations, we are looking for a QA Lead – Product Engineering who passionate about software architecture and is driven to pursue excellence in delivering premier InsurTech solutions. As Magnum Technical Architect you will be responsible for product design, you will be combing your design thinking techniques, engineering expertise, networking skills and business domain knowledge to ensure success of product roadmap and retain knowledge in Swiss Re Key Responsibilities • Provide technical leadership to develop QA automation, Performance Agile Implementation Strategy for Magnum quality. • Evaluate test tools for automation including build verification and IDE plugins and lint programs. • Come up with high-level or low-level design of Automation FW that covers the test strategy. • Hands-on with products across the product portfolio, ability to participate in customer-facing activities like demos, feedback meetings etc. • Write test automation scripts following the defined internal standards. • Understand the current QA strategy, test plan, tools and technologies for existing Magnum products. • Manage and groom teams for a high-performance culture and be a champion of Swiss Re's core values. • Provide early visibility and mitigation to technical challenges through the journey. Confidently represents product and portfolio, including vision and functional and quality roadmaps, within the company and, when necessary, to strategic. • Code reviews to make sure quality code is delivered. • R&D /POCs of new age requirements. Your Qualifications • 8+ years of experience in Software Development, Testing Automation and DevOps. • Bachelor's degree level or equivalent in computer science or related field, Master's is a plus. • Strong programming/QA experience and background in Enterprise Java. • Proficient in Java/J2EE, REST, Junit/TestNG and other test automation frameworks. • Experience with Front-end web application test automation (Selenium, Web driver, Grid, Cucumber, TestNG, Junit, JMeter, Blaze meter), REST API testing, data validation testing and integration testing. • Experience working on UI technologies - Angular, ReactJS/DHTML, Karma, cypress, Jest, Mocha, enzyme and Jasmine • Working experience in DevOps environment building CI/CD pipelines through Jenkins. • Experience in Performance Testing, Penetration Testing & Security Testing • Agile methodology, Git and JIRA. • Hands-on experience in automation tools and frameworks (WDIO, Coded UI, SoapUI, Postman, Protractor, Rest Assured, Test Complete and Py-test). • Strong experience with performance/scalability testing, compatibility testing • Strong knowledge of any SQL or No-SQL databases and Queries. • Proven record of execution of QA strategy and unification of QA process. • Experience of designing automation solution for complex architecture covering UI, services, files and DB's. • Must be able to work in front end and back-end QA environments. • Experience in leading/managing automation team and providing technical solution to the automation delivery team • Good knowledge with Azure DevOps (Repo, Pipeline, CICD), Azure Data Factory. • Domain knowledge of underwriting process or Life insurance business is a plus About Swiss Re Swiss Re is one of the world’s leading providers of reinsurance, insurance and other forms of insurance-based risk transfer, working to make the world more resilient. We anticipate and manage a wide variety of risks, from natural catastrophes and climate change to cybercrime. We cover both Property & Casualty and Life & Health. Combining experience with creative thinking and cutting-edge expertise, we create new opportunities and solutions for our clients. This is possible thanks to the collaboration of more than 14,000 employees across the world. Our success depends on our ability to build an inclusive culture encouraging fresh perspectives and innovative thinking. We embrace a workplace where everyone has equal opportunities to thrive and develop professionally regardless of their age, gender, race, ethnicity, gender identity and/or expression, sexual orientation, physical or mental ability, skillset, thought or other characteristics. In our inclusive and flexible environment everyone can bring their authentic selves to work. Keywords Reference Code: 123706
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- Agile (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Agile
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Agile appears in a large share of software job descriptions and is a standard hiring-pipeline requirement; Scrum/Kanban are commonly listed alongside it, showing broad market adoption.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3594
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Testing Tools
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- Code Review (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- SoftSkill
- Sub-category
- Code Review
- Confidence
- 0.96
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Code review is a standard hiring-pipeline requirement in engineering JDs and is built into major platforms like GitHub/GitLab pull-request workflows, indicating broad adoption.
Skill profile (library / DB)
- Skill nature
- PRACTICE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 58
- Sub-category id
- 364
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- FAST
- Typical lifespan
- SHORT_LIVED
- Version strategy
- VERSIONED
All API 3 persistence rows
Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.
| Skill | Tag | Dimension | Skill↔dim | Role↔dim | Outcome | Notes |
|---|---|---|---|---|---|---|
| Agile | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Agile | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Code Review | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | QA Automation | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Performance Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Test Automation | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Build Verification | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | IDE Plugins | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Lint | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Automation Framework | type=Testing Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Test Strategy | type=Testing Tools subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Proof of Concept | type=Development Tools subtype=general nature=PRACTICE lifespan=SHORT_LIVED |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
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API 1 — extract-from-jd click to toggle
{
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},
{
"is_primary": true,
"queue_id": 16314,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Performance Testing",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 16315,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Test Automation",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16316,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Build Verification",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16317,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "IDE Plugins",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16318,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Lint",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 16319,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Automation Framework",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 16320,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Test Strategy",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16321,
"role_display_name": "Test Automation Engineer",
"role_slug": "test-automation-engineer",
"skill_name": "Proof of Concept",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
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"alias_persisted": false,
"existing_alias_id": 868,
"existing_alias_text": "Agile",
"input_term": "Agile",
"matched_canonical": {
"category_id": 8,
"display_name": "Agile",
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"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "agile",
"sub_category_id": 3594,
"typical_lifespan": "EVERGREEN",
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},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 864,
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"input_term": "Code Review",
"matched_canonical": {
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"display_name": "Code Review",
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"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [
{
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"role_archetype": null,
"slug": "engineering-manager",
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}
],
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"role_archetype": "QA",
"slug": "test-automation-engineer",
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},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "React Frontend Development",
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"slug": "d_init_01",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
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"role_archetype": null,
"slug": "engineering-manager",
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}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "React Frontend Development",
"id": 96,
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"slug": "d_init_01",
"source": "db"
},
"input_skill": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_final_skills": [
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"Performance Testing",
"Agile",
"Test Automation",
"Build Verification",
"IDE Plugins",
"Lint",
"Automation Framework",
"Test Strategy",
"Code Review",
"Proof of Concept"
],
"input_llm_skills": [
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"Agile",
"Test Automation",
"Build Verification",
"IDE Plugins",
"Lint",
"Automation Framework",
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],
"new_aliases_persisted": 0,
"run_id": "5dbf9a6d-e80f-4628-aae8-52d3176b7b8e",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "QA Automation",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
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},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "qa-automation",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Performance Testing",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
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},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
"placed": null,
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"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "Agile",
"alias_type": "CANONICAL",
"id": 868,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "Agile",
"id": 520,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "agile",
"sub_category_id": 3594,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "React Frontend Development",
"id": 96,
"rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
"slug": "d_init_01",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": []
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Software Concepts, Patterns \u0026 Practices",
"id": 478,
"rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
"slug": "software-concepts-patterns-practices",
"source": "db"
},
"input_skill": "Agile",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
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"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_skill": "Agile",
"matched_via": "alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Test Automation",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
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"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
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},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
"placed": null,
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"skill_id": "test-automation",
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"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Build Verification",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
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"typical_lifespan": "MULTI_YEAR",
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},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
"placed": null,
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"skill_id": "build-verification",
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},
"source_tag": "llm",
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},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "IDE Plugins",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "TOOL",
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"typical_lifespan": "MULTI_YEAR",
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},
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},
"source_tag": "llm",
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},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Lint",
"matched_via": null,
"new_alias_persisted": false,
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"new_skill_meta": {
"derived": {
"category": "Development Tools",
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},
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},
"source_tag": "llm",
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},
{
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"canonical": null,
"dimensions": [],
"input_skill": "Automation Framework",
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"new_alias_persisted": false,
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},
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},
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},
{
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"dimensions": [],
"input_skill": "Test Strategy",
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"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Testing Tools",
"skill_nature": "CONCEPT",
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},
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"keep_log": [],
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},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "Code Review",
"alias_type": "CANONICAL",
"id": 864,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 58,
"display_name": "Code Review",
"id": 516,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PRACTICE",
"slug": "code-review",
"sub_category_id": 364,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "React Frontend Development",
"id": 96,
"rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
"slug": "d_init_01",
"source": "db"
},
"input_skill": "Code Review",
"llm_role": null,
"roles_from_db": []
}
],
"input_skill": "Code Review",
"matched_via": "alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Proof of Concept",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "SHORT_LIVED",
"version_strategy": "VERSIONED",
"volatility": "FAST"
},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
"placed": null,
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"skill_id": "proof-of-concept",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"QA Automation",
"Performance Testing",
"Test Automation",
"Build Verification",
"IDE Plugins",
"Lint",
"Automation Framework",
"Test Strategy",
"Proof of Concept"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Test Automation Engineer",
"id": 52,
"rationale": "Domain=Testing \u0026 Quality; The JD is centered on QA automation strategy, automation framework design, test scripts, tool evaluation, and code reviews, which best matches a Test Automation Engineer leadership role.",
"role_archetype": "QA",
"slug": "test-automation-engineer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "QA Automation",
"tag": "new"
},
{
"skill": "Performance Testing",
"tag": "new"
},
{
"skill": "Agile",
"tag": "in_db"
},
{
"skill": "Test Automation",
"tag": "new"
},
{
"skill": "Build Verification",
"tag": "new"
},
{
"skill": "IDE Plugins",
"tag": "new"
},
{
"skill": "Lint",
"tag": "new"
},
{
"skill": "Automation Framework",
"tag": "new"
},
{
"skill": "Test Strategy",
"tag": "new"
},
{
"skill": "Code Review",
"tag": "in_db"
},
{
"skill": "Proof of Concept",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
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"dimension": {
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"source": "db"
},
"dimension_id": 96,
"input_skill": "Agile",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [],
"skill_dimension_saved": true,
"skill_id": 520,
"skill_tag": "in_db",
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},
{
"chosen_role_id": 52,
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},
"dimension_id": 478,
"input_skill": "Agile",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Engineering Manager",
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}
],
"skill_dimension_saved": true,
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},
{
"chosen_role_id": 52,
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"source": "db"
},
"dimension_id": 96,
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"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [],
"skill_dimension_saved": true,
"skill_id": 516,
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"skipped_reason": null
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "5dbf9a6d-e80f-4628-aae8-52d3176b7b8e"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.