Pipeline run
46d2d6e9-ab63-41fd-aa49-812d70017e24
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
Post-classification
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Software Development Engineer 1 (SDE 1)
CASE Dslug: — · id: — · source: llm
Resolution:
human_review_required
— role not in DB; role↔dimension links may be deferred.
Job description
Powerup Money is a fast-growing startup focused on WealthTech, building cutting-edge solutions that make investing accessible to everyone via tech. We are looking for a passionate Software Development Engineer 1 (SDE 1) for frontend to join our dynamic engineering team and contribute to building scalable and high-quality products. Responsibilities - Execute & Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices. Take ownership of tasks from development to production. - Problem-Solving: Implement solutions using established patterns, debug efficiently, and continuously enhance technical knowledge of relevant frameworks and tools. - Collaboration & Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly. - Growth & Learning: Seek mentorship, continuously improve skills, and develop into a strong team player and future mentor. Qualifications - Bachelor's degree in Computer Science, Engineering, or a related field. Work experience of at least 1 year. - Proficiency in Dart/Flutter and Mobile development for iOS and Android. Have a keen eye for good UI/UX. - Understanding of software development fundamentals, data structures, and algorithms. - Familiarity with version control systems (e.g., Git) and CI/CD workflows. - Experience or knowledge in backend frameworks is a plus (Springboot and Java). - Strong problem-solving skills and a willingness to learn new technologies. - Ability to work effectively in a fast-paced startup environment. Why Join Us? - Work in a high-impact role with ownership and growth opportunities. - Get hands-on experience with modern technologies and scalable systems. - Collaborate with a talented and supportive team that values learning and mentorship. - Competitive salary and benefits, along with a great work environment. Join us and be part of an exciting journey in building innovative products!
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
- 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) |
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 |
|---|---|---|---|---|---|---|
| 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)
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Powerup Money is a fast-growing",
"last_5_words": "accessible to everyone via tech."
},
"text": "Powerup Money is a fast-growing startup focused on WealthTech, building cutting-edge solutions that make investing accessible to everyone via tech.",
"word_count": 27
},
"certifications": [],
"company_name": "Powerup Money",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"WealthTech"
],
"domain": "Financial Services"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science / Engineering (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, Engineering, or a related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 1,
"raw": "Work experience of at least 1 year."
},
"job_locations": [],
"role": "Software Development Engineer 1 (SDE 1)",
"role_aliases": [
"SDE 1",
"Software Engineer",
"Frontend Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Responsibilities - Execute \u0026 Deliver:",
"last_5_words": "and future mentor."
},
"text": "- Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices. Take ownership of tasks from development to production.\n- Problem-Solving: Implement solutions using established patterns, debug efficiently, and continuously enhance technical knowledge of relevant frameworks and tools.\n- Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.\n- Growth \u0026 Learning: Seek mentorship, continuously improve skills, and develop into a strong team player and future mentor.",
"word_count": 90
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": false,
"skill_name": "code review"
}
],
"jd_role": {
"display_name": "Software Development Engineer 1 (SDE 1)",
"rationale": null,
"role_aliases": [
"SDE 1",
"Software Engineer",
"Frontend Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Powerup Money is a fast-growing",
"last_5_words": "accessible to everyone via tech."
},
"text": "Powerup Money is a fast-growing startup focused on WealthTech, building cutting-edge solutions that make investing accessible to everyone via tech.",
"word_count": 27
},
"certifications": [],
"company_name": "Powerup Money",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"WealthTech"
],
"domain": "Financial Services"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science / Engineering (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, Engineering, or a related field.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 1,
"raw": "Work experience of at least 1 year."
},
"job_locations": [],
"role": "Software Development Engineer 1 (SDE 1)",
"role_aliases": [
"SDE 1",
"Software Engineer",
"Frontend Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Responsibilities - Execute \u0026 Deliver:",
"last_5_words": "and future mentor."
},
"text": "- Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices. Take ownership of tasks from development to production.\n- Problem-Solving: Implement solutions using established patterns, debug efficiently, and continuously enhance technical knowledge of relevant frameworks and tools.\n- Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.\n- Growth \u0026 Learning: Seek mentorship, continuously improve skills, and develop into a strong team player and future mentor.",
"word_count": 90
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "46d2d6e9-ab63-41fd-aa49-812d70017e24",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 1.0,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 1.0,
"slug": "web-developer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 439,
"score": 1.0,
"slug": "frontend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Engineering Manager",
"kra_matches": [
{
"kra_text": "coach performance and growth",
"sentence": "Growth \u0026 Learning: Seek mentorship, continuously improve skills, and develop into a strong team player and future mentor.",
"similarity": 0.5469
},
{
"kra_text": "Set team goals and delivery plans",
"sentence": "Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices.",
"similarity": 0.4966
},
{
"kra_text": "Set team goals and delivery plans",
"sentence": "Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.",
"similarity": 0.4732
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 121,
"score": 0.5056,
"slug": "engineering-manager",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.",
"similarity": 0.5217
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Take ownership of tasks from development to production.",
"similarity": 0.5004
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices.",
"similarity": 0.4758
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.4993,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Delivers features through CI/CD pipelines using automated tests, staged rollouts, feature flags, and incremental deployments.",
"sentence": "Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices.",
"similarity": 0.5013
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.",
"similarity": 0.4669
},
{
"kra_text": "Debugs full-stack issues that span frontend rendering, API behavior, database queries, and infrastructure configuration to identify root causes.",
"sentence": "Problem-Solving: Implement solutions using established patterns, debug efficiently, and continuously enhance technical knowledge of relevant frameworks and tools.",
"similarity": 0.454
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.4741,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "React Native Developer",
"kra_matches": [
{
"kra_text": "maintain code quality",
"sentence": "Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices.",
"similarity": 0.4927
},
{
"kra_text": "maintain code quality",
"sentence": "Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.",
"similarity": 0.4884
},
{
"kra_text": "maintain code quality",
"sentence": "Problem-Solving: Implement solutions using established patterns, debug efficiently, and continuously enhance technical knowledge of relevant frameworks and tools.",
"similarity": 0.4337
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 73,
"score": 0.4716,
"slug": "react-native-developer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaboration \u0026 Communication: Work effectively within the team, participate in code reviews, document solutions, and communicate progress and blockers clearly.",
"similarity": 0.5518
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Take ownership of tasks from development to production.",
"similarity": 0.4339
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Execute \u0026 Deliver: Understand requirements, estimate work efforts, write clean code with thorough testing, and deploy with confidence while following best practices.",
"similarity": 0.4105
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.4654,
"slug": "flutter-developer",
"total_count": null
}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": true,
"case": "D",
"chosen_role": null,
"confidence": 0.55,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The JD outlines a generic development lifecycle\u2014from writing clean code and testing to deployment and collaboration\u2014without mention of specific front-end frameworks, matching the broader Web Developer responsibilities.",
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": true,
"reasoning": "LLM2 unsure (confidence 0.55 \u003c 0.7); queueing",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": null,
"centroid_updated": false,
"collision_log_id": 568,
"new_kra_attached": null,
"new_skills_attached": [],
"queue_entry_id": 68,
"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": 864,
"existing_alias_text": "Code Review",
"input_term": "code review",
"matched_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"
},
"matched_via": "alias"
}
],
"candidate_roles": [],
"chosen_role": {
"display_name": "Software Development Engineer 1 (SDE 1)",
"id": null,
"rationale": null,
"role_archetype": "Engineering",
"slug": "",
"source": "llm"
},
"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_final_skills": [
"code review"
],
"input_llm_skills": [
"code review"
],
"new_aliases_persisted": 0,
"run_id": "46d2d6e9-ab63-41fd-aa49-812d70017e24",
"skills_detail": [
{
"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
}
],
"unmatched_skills": []
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Software Development Engineer 1 (SDE 1)",
"id": null,
"rationale": null,
"role_archetype": "Engineering",
"slug": "",
"source": "llm"
},
"chosen_role_resolution": "human_review_required",
"final_input_skills": [
{
"skill": "code review",
"tag": "in_db"
}
],
"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": null,
"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": "code review",
"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,
"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": "46d2d6e9-ab63-41fd-aa49-812d70017e24"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.