Pipeline run
1709acd9-34ae-43fa-943d-16f5966f8097
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
Demonstrate clear progress and a willingness to advance towards a more senior role. Have the ability and attitude to grow and learn. Flexibility to adapt to changing instructions and requirements. Goo…
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Backend Developer
→PHP Backend Developer
sub-role · 0.99 domain · Software Engineering CASE DOMAINslug: backend-engineer · id: 1 · source: db · sub-role slug: php-backend-developer
Domain=Software Engineering → sub-role php-backend-developer; The JD explicitly asks for core PHP and PHP frameworks, which aligns best with a backend developer 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
RW Infotech Pvt Ltd is looking for a Jr. PHP Developer in an IT Company.She must have sound communication skills and good work ethics towards work. Responsibilities- * Demonstrate clear progress and a willingness to advance towards a more senior role. * Have the ability and attitude to grow and learn. * Flexibility to adapt to changing instructions and requirements. * Good Work Ethics. Only Female Candidates Apply Local Candidates Are Preferable. Required Skills - Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things. Qualifications - *B.Tech, BCA & MCA Preferable Job Types: Full-time, Contract COVID-19 considerations: 1. Wear a mask before entering the office premises and throughout the interview process. 2. Temperature is checked of each candidate 3. Office is sanitized daily.
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
- PHP (CANONICAL) primary
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Programming Language
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Skill profile (library / DB)
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 6
- Sub-category id
- 96
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
PHP and Magento Extension Points Catalog dimension db id 391
Library dimension (catalog)
Roles linked in library: Magento Dev
-
PHP and WordPress Hooks Catalog dimension db id 326
Library dimension (catalog)
Roles linked in library: WordPress Dev
-
Programming Languages & Template Languages Catalog dimension db id 359
Library dimension (catalog)
Roles linked in library: Drupal Dev
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
PHP and Magento Extension Points
php-and-magento-extension-points
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
PHP and WordPress Hooks
php-and-wordpress-hooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | 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
- Other
- Sub-category
- general
- Skill nature
- TOOL
- 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 |
|---|---|---|---|---|---|---|
| PHP | in_db |
PHP and Magento Extension Points
php-and-magento-extension-points
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| PHP | in_db |
PHP and WordPress Hooks
php-and-wordpress-hooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| PHP | in_db |
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Frameworks | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "RW Infotech Pvt Ltd",
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BCA/MCA - Preferable",
"raw": "B.Tech, BCA \u0026 MCA Preferable",
"requirement": "preferred"
}
],
"experience": {
"max": null,
"min": 0.5,
"raw": "Experience of Min-6 months can apply"
},
"job_locations": [],
"role": "Jr. PHP Developer",
"role_aliases": [
"PHP Developer",
"Junior PHP Developer",
"Entry-Level PHP Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Demonstrate clear progress and",
"last_5_words": "Good Work Ethics."
},
"text": "Demonstrate clear progress and a willingness to advance towards a more senior role.\nHave the ability and attitude to grow and learn.\nFlexibility to adapt to changing instructions and requirements.\nGood Work Ethics.",
"word_count": 40
},
{
"bullet_count": 0,
"heading": "Required Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Experience of Min-6 months can",
"last_5_words": "learn new things."
},
"text": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"word_count": 30
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "PHP"
},
{
"is_primary": false,
"skill_name": "Frameworks"
}
],
"jd_role": {
"display_name": "Jr. PHP Developer",
"rationale": null,
"role_aliases": [
"PHP Developer",
"Junior PHP Developer",
"Entry-Level PHP Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "RW Infotech Pvt Ltd",
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BCA/MCA - Preferable",
"raw": "B.Tech, BCA \u0026 MCA Preferable",
"requirement": "preferred"
}
],
"experience": {
"max": null,
"min": 0.5,
"raw": "Experience of Min-6 months can apply"
},
"job_locations": [],
"role": "Jr. PHP Developer",
"role_aliases": [
"PHP Developer",
"Junior PHP Developer",
"Entry-Level PHP Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Demonstrate clear progress and",
"last_5_words": "Good Work Ethics."
},
"text": "Demonstrate clear progress and a willingness to advance towards a more senior role.\nHave the ability and attitude to grow and learn.\nFlexibility to adapt to changing instructions and requirements.\nGood Work Ethics.",
"word_count": 40
},
{
"bullet_count": 0,
"heading": "Required Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Experience of Min-6 months can",
"last_5_words": "learn new things."
},
"text": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"word_count": 30
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "1709acd9-34ae-43fa-943d-16f5966f8097",
"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
},
{
"display_name": "PHP Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 86,
"score": 1.0,
"slug": "php-backend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Engineering Manager",
"kra_matches": [
{
"kra_text": "facilitate technical and delivery decisions",
"sentence": "Flexibility to adapt to changing instructions and requirements.",
"similarity": 0.421
},
{
"kra_text": "coach performance and growth",
"sentence": "Have the ability and attitude to grow and learn.",
"similarity": 0.4077
},
{
"kra_text": "coach performance and growth",
"sentence": "Demonstrate clear progress and a willingness to advance towards a more senior role.",
"similarity": 0.3962
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 121,
"score": 0.4083,
"slug": "engineering-manager",
"total_count": null
},
{
"display_name": "React Frontend Developer",
"kra_matches": [
{
"kra_text": "translate product and design requirements",
"sentence": "Flexibility to adapt to changing instructions and requirements.",
"similarity": 0.3621
},
{
"kra_text": "ensure accessibility and inclusive behavior",
"sentence": "Have the ability and attitude to grow and learn.",
"similarity": 0.3599
},
{
"kra_text": "translate product and design requirements",
"sentence": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"similarity": 0.2508
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 89,
"score": 0.3243,
"slug": "react-frontend-developer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Flexibility to adapt to changing instructions and requirements.",
"similarity": 0.4052
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"similarity": 0.2659
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Have the ability and attitude to grow and learn.",
"similarity": 0.2619
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.311,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Flexibility to adapt to changing instructions and requirements.",
"similarity": 0.3441
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"similarity": 0.284
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Demonstrate clear progress and a willingness to advance towards a more senior role.",
"similarity": 0.2805
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.3029,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Ruby Backend Developer",
"kra_matches": [
{
"kra_text": "performance and reliability improvements",
"sentence": "Flexibility to adapt to changing instructions and requirements.",
"similarity": 0.3273
},
{
"kra_text": "Server-side feature implementation",
"sentence": "Experience of Min-6 months can apply.Basic knowledge of core PHP and some of its frameworks.Strong communication skills.Self Motivated.Eager to learn new things.",
"similarity": 0.2805
},
{
"kra_text": "performance and reliability improvements",
"sentence": "Demonstrate clear progress and a willingness to advance towards a more senior role.",
"similarity": 0.2589
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 85,
"score": 0.2889,
"slug": "ruby-backend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "WordPress Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 227,
"score": 1.0,
"slug": "wordpress-dev",
"total_count": 1
},
{
"display_name": "Drupal Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 228,
"score": 1.0,
"slug": "drupal-dev",
"total_count": 1
},
{
"display_name": "Magento Dev",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"PHP"
],
"role_id": 231,
"score": 1.0,
"slug": "magento-dev",
"total_count": 1
}
]
},
"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": 0.97,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 0.97,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Backend Development",
"Learning Agility",
"Adaptability",
"Communication"
],
"matched_kras": [
"Demonstrate clear progress",
"Advance towards a more senior role",
"Adapt to changing instructions and requirements",
"Grow and learn",
"Eager to learn new things"
],
"matched_skills": [
"core PHP",
"frameworks",
"Strong communication skills"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering \u2192 sub-role php-backend-developer; The JD explicitly asks for core PHP and PHP frameworks, which aligns best with a backend developer role.",
"sub_role": {
"confidence": 0.99,
"display_name": "PHP Backend Developer",
"reasoning": "The JD explicitly names core PHP and PHP frameworks, so the PHP backend specialization is the clear match.",
"role_id": 86,
"slug": "php-backend-developer"
}
},
"stage5_updates": {
"centroid_n_after": 1595,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 1715,
"r_and_r_preview": "Demonstrate clear progress and a willingness to advance towards a more senior role.\nHave the ability and attitude to grow and learn.\nFlexibility to adapt to changing instructions and requirements.\nGoo",
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": false,
"queue_id": 22512,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Frameworks",
"status": "pending"
}
],
"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": 4444,
"existing_alias_text": "PHP",
"input_term": "PHP",
"matched_canonical": {
"category_id": 6,
"display_name": "PHP",
"id": 2986,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "LANGUAGE",
"slug": "php",
"sub_category_id": 96,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
},
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
},
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
],
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering \u2192 sub-role php-backend-developer; The JD explicitly asks for core PHP and PHP frameworks, which aligns best with a backend developer role.",
"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"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and Magento Extension Points",
"id": 391,
"rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
"slug": "php-and-magento-extension-points",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and WordPress Hooks",
"id": 326,
"rationale": "Core implementation language and extension points used to build WordPress behavior. This covers PHP code that powers themes, plugins, and site-specific customizations, plus the hook system that stitches features into WordPress lifecycle events.",
"slug": "php-and-wordpress-hooks",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Programming Languages \u0026 Template Languages",
"id": 359,
"rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
"slug": "programming-languages-template-languages",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
]
}
],
"input_final_skills": [
"PHP",
"Frameworks"
],
"input_llm_skills": [
"PHP",
"Frameworks"
],
"new_aliases_persisted": 0,
"run_id": "1709acd9-34ae-43fa-943d-16f5966f8097",
"skills_detail": [
{
"aliases_in_db": [
{
"alias_text": "PHP",
"alias_type": "CANONICAL",
"id": 4444,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 6,
"display_name": "PHP",
"id": 2986,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "LANGUAGE",
"slug": "php",
"sub_category_id": 96,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and Magento Extension Points",
"id": 391,
"rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
"slug": "php-and-magento-extension-points",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Magento Dev",
"id": 231,
"rationale": null,
"role_archetype": "Engineering",
"slug": "magento-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "PHP and WordPress Hooks",
"id": 326,
"rationale": "Core implementation language and extension points used to build WordPress behavior. This covers PHP code that powers themes, plugins, and site-specific customizations, plus the hook system that stitches features into WordPress lifecycle events.",
"slug": "php-and-wordpress-hooks",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "WordPress Dev",
"id": 227,
"rationale": null,
"role_archetype": "Engineering",
"slug": "wordpress-dev",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Programming Languages \u0026 Template Languages",
"id": 359,
"rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
"slug": "programming-languages-template-languages",
"source": "db"
},
"input_skill": "PHP",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Drupal Dev",
"id": 228,
"rationale": null,
"role_archetype": "Engineering",
"slug": "drupal-dev",
"source": "db"
}
]
}
],
"input_skill": "PHP",
"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": "Frameworks",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Other",
"skill_nature": "TOOL",
"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": "frameworks",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Frameworks"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering \u2192 sub-role php-backend-developer; The JD explicitly asks for core PHP and PHP frameworks, which aligns best with a backend developer role.",
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