Pipeline run
9ae5bbb2-2fcd-48bd-81f6-6596cdb1d50f
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
You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base. Defining architecture for complex components working with other stakeholders like PM , CX etc. Mentor…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Backend Developer
domain · Software Engineering CASE DOMAINslug: backend-engineer · id: 1 · source: db
Domain=Software Engineering; The JD describes a Senior Software Engineer owning architecture, complex components, feature implementation, cross-functional collaboration, and mentoring, which best matches the broad backend/senior software engineer candidate.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
We believe work is not a place, but rather a thing you do. Our technology revolves around this core philosophy. We are relentlessly committed to helping people work and play from anywhere, on any device. Innovation, creativity and a passion for ever-improving performance drive our company and our people forward. We empower the original mobile device: YOU! What you will be doing Our team, Citrix Workspace app, is the preferred way to access all Citrix Workspace services. Citrix Workspace app is used by millions of users to do their day to day work. You will help define the next generation experience for Citrix Workspace app on desktop platforms and modernize tech stack. You will get an opportunity to build on top of some of leading open source codebases in the industry. A laser focus on delivering meaningful and impactful customer value is a cornerstone of how we work. We are invested in nurturing high performing teams that take us closer to our goal of being a world class engineering org. If you believe in a bottom-up culture, are passionate about delivering high quality software at scale, Key responsibilities · You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base. · Defining architecture for complex components working with other stakeholders like PM , CX etc. · Mentoring other team members and leading one or more complex components. · Implementing complex features. · You will be expected to contribute in multiple projects according to business needs. · Embrace Agile development methodologies ( SAFE ,SCRUM etc.). Unit-test code for robustness, including edge cases, usability, and general reliability. · Engage in continuous learning, both on the job and through available technical training, to develop knowledge and skills Skills, Experience & Qualification needed: · Bachelor’s degree or equivalent in Computer Science or related field with minimum of 10+ years of hands on dev experience. · Demonstrated experience in leading complex business critical applications. · You need to have passion for writing good and scalable code. · Very good object-oriented programming development knowledge and hand -on experience working with C++ for building desktop applications. · Strong knowledge of basic computer science concepts like Operating system, Networking, Data Structure and algorithms. · Expertise in Multi-Threaded Programming, crash dump analysis. · Experience with Windows Internal, windows services are needed. · Flexibility to work on different platforms and technologies like cloud, web etc according to business needs. · Exposure to cloud services development skills using C# .NET is a plus. · Experience with web technologies like Javascript , typescript ,react etc is a plus. · Experience building applications on Linux/mac is a plus.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
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) |
Aliases — catalog
- Scrum (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Scrum
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Scrum appears in a large share of agile project-management and product-owner job descriptions, and Scrum Alliance/PSM certifications are widely requested in hiring pipelines.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3627
- 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
- Soft Skills
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
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) | |
| Scrum | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Scrum | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | SAFe | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "We believe work is not",
"last_5_words": "device: YOU!"
},
"text": "We believe work is not a place, but rather a thing you do. Our technology revolves around this core philosophy. We are relentlessly committed to helping people work and play from anywhere, on any device. Innovation, creativity and a passion for ever-improving performance drive our company and our people forward. We empower the original mobile device: YOU!",
"word_count": 64
},
"certifications": [],
"company_name": "Citrix",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or related)",
"raw": "Bachelor\u2019s degree or equivalent in Computer Science or related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 10,
"raw": "minimum of 10+ years of hands on dev experience"
},
"job_locations": [],
"role": "Senior Software Engineer",
"role_aliases": [
"Software Engineer",
"SWE",
"Senior Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Key responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "You will be working on",
"last_5_words": "knowledge and skills."
},
"text": "You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base.\nDefining architecture for complex components working with other stakeholders like PM , CX etc.\nMentoring other team members and leading one or more complex components.\nImplementing complex features.\nYou will be expected to contribute in multiple projects according to business needs.\nEmbrace Agile development methodologies ( SAFE ,SCRUM etc.). Unit-test code for robustness, including edge cases, usability, and general reliability.\nEngage in continuous learning, both on the job and through available technical training, to develop knowledge and skills.",
"word_count": 104
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Agile"
},
{
"is_primary": true,
"skill_name": "Scrum"
},
{
"is_primary": true,
"skill_name": "SAFe"
}
],
"jd_role": {
"display_name": "Senior Software Engineer",
"rationale": null,
"role_aliases": [
"Software Engineer",
"SWE",
"Senior Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "We believe work is not",
"last_5_words": "device: YOU!"
},
"text": "We believe work is not a place, but rather a thing you do. Our technology revolves around this core philosophy. We are relentlessly committed to helping people work and play from anywhere, on any device. Innovation, creativity and a passion for ever-improving performance drive our company and our people forward. We empower the original mobile device: YOU!",
"word_count": 64
},
"certifications": [],
"company_name": "Citrix",
"ctc": null,
"domain": {
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},
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},
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{
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}
],
"experience": {
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"min": 10,
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},
"job_locations": [],
"role": "Senior Software Engineer",
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"heading": "Key responsibilities",
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"source_marker": {
"first_5_words": "You will be working on",
"last_5_words": "knowledge and skills."
},
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"word_count": 104
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "9ae5bbb2-2fcd-48bd-81f6-6596cdb1d50f",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
}
],
"kra_match_roles": [
{
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{
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"similarity": 0.5463
},
{
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"sentence": "Embrace Agile development methodologies ( SAFE ,SCRUM etc. ).",
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},
{
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"similarity": 0.3839
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.4435,
"slug": "cloud-architect",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "code review and refactoring",
"sentence": "Unit-test code for robustness, including edge cases, usability, and general reliability.",
"similarity": 0.4854
},
{
"kra_text": "Angular component development",
"sentence": "Defining architecture for complex components working with other stakeholders like PM , CX etc. Mentoring other team members and leading one or more complex components.",
"similarity": 0.4167
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Embrace Agile development methodologies ( SAFE ,SCRUM etc. ).",
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 90,
"score": 0.4388,
"slug": "angular-frontend-developer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "structure reusable application code",
"sentence": "Unit-test code for robustness, including edge cases, usability, and general reliability.",
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},
{
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"sentence": "Defining architecture for complex components working with other stakeholders like PM , CX etc. Mentoring other team members and leading one or more complex components.",
"similarity": 0.4476
},
{
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"sentence": "You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base.",
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.4316,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
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"sentence": "Defining architecture for complex components working with other stakeholders like PM , CX etc. Mentoring other team members and leading one or more complex components.",
"similarity": 0.4622
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base.",
"similarity": 0.4317
},
{
"kra_text": "Delivers features through CI/CD pipelines using automated tests, staged rollouts, feature flags, and incremental deployments.",
"sentence": "Embrace Agile development methodologies ( SAFE ,SCRUM etc. ).",
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}
],
"matched_count": null,
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"role_id": 15,
"score": 0.4309,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "React Native Developer",
"kra_matches": [
{
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"sentence": "Unit-test code for robustness, including edge cases, usability, and general reliability.",
"similarity": 0.5495
},
{
"kra_text": "maintain code quality",
"sentence": "Embrace Agile development methodologies ( SAFE ,SCRUM etc. ).",
"similarity": 0.3994
},
{
"kra_text": "Implement mobile screens and flows",
"sentence": "You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base.",
"similarity": 0.3123
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 73,
"score": 0.4204,
"slug": "react-native-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Engineering Manager",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Agile",
"Scrum"
],
"role_id": 121,
"score": 0.6667,
"slug": "engineering-manager",
"total_count": 3
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 0.89,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 0.89,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Software Architecture",
"Complex Component Development",
"Feature Implementation",
"Cross-functional Collaboration",
"Technical Mentoring",
"Agile Delivery"
],
"matched_kras": [
"Delivering product value to our ~100M+ user base",
"Defining architecture for complex components",
"Mentoring other team members",
"Leading one or more complex components",
"Implementing complex features",
"Contribute in multiple projects according to business needs",
"Unit-test code for robustness",
"Engage in continuous learning"
],
"matched_skills": [
"Citrix Workspace App",
"Agile development methodologies",
"SAFE",
"SCRUM",
"Unit-test code"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering; The JD describes a Senior Software Engineer owning architecture, complex components, feature implementation, cross-functional collaboration, and mentoring, which best matches the broad backend/senior software engineer candidate.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 1263,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 1319,
"r_and_r_preview": "You will be working on Citrix Workspace App team delivering product value to our ~100M+ user base.\nDefining architecture for complex components working with other stakeholders like PM , CX etc.\nMentor",
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 18082,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "SAFe",
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}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
"alias_matches": [
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 868,
"existing_alias_text": "Agile",
"input_term": "Agile",
"matched_canonical": {
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"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "agile",
"sub_category_id": 3594,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
"alias_persisted": false,
"existing_alias_id": 1851,
"existing_alias_text": "Scrum",
"input_term": "Scrum",
"matched_canonical": {
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"display_name": "Scrum",
"id": 1215,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "scrum",
"sub_category_id": 3627,
"typical_lifespan": "EVERGREEN",
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},
"matched_via": "alias"
}
],
"candidate_roles": [
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"slug": "backend-engineer",
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"dimensions": [
{
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},
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},
{
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]
},
{
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},
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}
]
}
],
"input_final_skills": [
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"Scrum",
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],
"input_llm_skills": [
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"new_aliases_persisted": 0,
"run_id": "9ae5bbb2-2fcd-48bd-81f6-6596cdb1d50f",
"skills_detail": [
{
"aliases_in_db": [
{
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],
"canonical": {
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{
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"display_name": "React Frontend Development",
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},
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},
{
"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,
"rationale": null,
"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": [
{
"alias_text": "Scrum",
"alias_type": "CANONICAL",
"id": 1851,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 8,
"display_name": "Scrum",
"id": 1215,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "METHODOLOGY",
"slug": "scrum",
"sub_category_id": 3627,
"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": "Scrum",
"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": "Scrum",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Engineering Manager",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
]
}
],
"input_skill": "Scrum",
"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": "SAFe",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Soft Skills",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "safe",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"SAFe"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering; The JD describes a Senior Software Engineer owning architecture, complex components, feature implementation, cross-functional collaboration, and mentoring, which best matches the broad backend/senior software engineer candidate.",
"role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
"slug": "backend-engineer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Agile",
"tag": "in_db"
},
{
"skill": "Scrum",
"tag": "in_db"
},
{
"skill": "SAFe",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
"chosen_role_id": 1,
"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"
},
"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",
"skipped_reason": null
},
{
"chosen_role_id": 1,
"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"
},
"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",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 520,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 1,
"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"
},
"dimension_id": 96,
"input_skill": "Scrum",
"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": 1215,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 1,
"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"
},
"dimension_id": 478,
"input_skill": "Scrum",
"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",
"id": 121,
"rationale": null,
"role_archetype": null,
"slug": "engineering-manager",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1215,
"skill_tag": "in_db",
"skipped_reason": null
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "9ae5bbb2-2fcd-48bd-81f6-6596cdb1d50f"
}