Pipeline run
55e77e66-7b61-4a2a-b391-9343125467af
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
Backend Developer
domain · Software Engineering CASE DOMAINslug: backend-engineer · id: 1 · source: db
Domain=Software Engineering; The JD centers on scalable software development, REST APIs, microservices, architecture decisions, and engineering team support, which best matches a backend engineer.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Job Description- SENIOR SOFTWARE ENGINEER Senior Software Engineer will develop information systems by studying operations; designing, developing and installing software solutions; support and develop software team. The Senior Software Engineer will lead a team of developers responsible for building new and support existing websites. Ability to prioritize well, communicate clearly, have a consistent track record of delivery and excellent software engineering skills. Creative engineering balanced with high quality and a customer focus. Must be able to work across multiple facets of the project and juggle multiple responsibilities at the same time. Strong analytic capability and the ability to create innovative solutions. The position reports directly to the Software Development Manager. Responsibilities • Develop software solutions by studying information needs; conferring with users; studying systems flow, data usage and work processes; investigating problem areas; following the software development lifecycle • Determine operational feasibility by evaluating analysis, problem definition, requirements, solution development and proposed solutions • Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code • Prepare and install solutions by determining and designing system specifications, standards and programming • Improve operations by conducting systems analysis; recommending changes in policies and procedures • Update job knowledge by studying state-of-the-art development tools, programming techniques and computing equipment; participating in educational opportunities; reading professional publications; maintaining personal networks; participating in professional organizations • Protect operations by keeping information confidential • Provide information by collecting, analyzing and summarizing development and service issues • Accomplish engineering and organization mission by completing related results as needed Support and develop software engineers by providing advice, coaching and educational opportunities • Collaborate with team to brainstorm and create new products • Grow engineering teams by interviewing, recruiting and hiring • Make informed decisions quickly and taking ownership of services and applications at scale • Passionate about great technologies, especially open source • Understand business needs and know how to create the tools to manage them • Write scalable, robust, automatable, efficient and maintainable code. • Build frameworks that helps to scale the platform and REST APIs for developer consumption. • Play a key role in design and architecture decisions towards building a scalable, micro services-based platform. Requirements • Bachelor’s degree in Computer Science (or a related discipline) as well as work experience of 6+ years • Strong computer science fundamentals in algorithms, data structures, storage technologies, distributed computing, operating systems, etc. • Experience in designing and implementing scalable solutions in a large-scale distributed environment. • Robust and defensive coding skills using PHP or any other Object-Oriented Programming Language. • Strong fundamentals in OOPS, MySQL, HTML, CSS, JavaScript & jQuery • Experience of Frameworks like Laravel, CodeIgniter, Yii2, Cake PHP • Strong knowledge of RDBMS and any other NoSQL database technologies (Cassandra, HBase, MongoDB, Dynamo etc.) • Experience with building self-healing, automatic fault detection and recovery mechanisms is good to have. Excellent written and oral communication skills. • Experience working in a team-oriented, collaborative environment. Required Experience: 5+ Year
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
- REST (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Api Architecture Style
- Year introduced
- 2000
- Confidence
- 0.88
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: REST is a default API architecture in many job descriptions and is widely supported by major vendors/frameworks; OpenAPI and RESTful endpoints remain standard in hiring pipelines.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 2122
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
API Design and Contracts Catalog dimension db id 3
Library dimension (catalog)
Roles linked in library: Backend Developer, Fullstack Developer
-
API Interface and Contract Design Catalog dimension db id 289
Library dimension (catalog)
Roles linked in library: .NET Backend Developer, Go Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, PHP Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer
-
Integration Protocols & Standards Catalog dimension db id 271
Library dimension (catalog)
Roles linked in library: Pega Developer
-
Standards & Protocols Compliance Catalog dimension db id 452
Library dimension (catalog)
Roles linked in library: Sitecore Dev
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
API Design and Contracts
api-design-and-contracts
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
API Interface and Contract Design
api-interface-and-contract-design
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Integration Protocols & Standards
integration-protocols-standards
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Standards & Protocols Compliance
standards-protocols-compliance
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- microservices (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Architecture
- Sub-category
- Distributed System Architecture
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Microservices is a common architecture in job descriptions across backend/cloud roles, and major vendors like AWS, Google Cloud, and Kubernetes ecosystems provide first-class support and reference patterns.
Skill profile (library / DB)
- Skill nature
- PATTERN
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 1
- Sub-category id
- 1
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Microservices and Distributed Systems Catalog dimension db id 9
Library dimension (catalog)
Roles linked in library: Backend Developer, Node.js Backend Developer, Scala Backend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Microservices and Distributed Systems
microservices-and-distributed-systems
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
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 |
|---|---|---|---|---|---|---|
| REST | in_db |
API Design and Contracts
api-design-and-contracts
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| REST | in_db |
API Interface and Contract Design
api-interface-and-contract-design
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
Integration Protocols & Standards
integration-protocols-standards
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
Standards & Protocols Compliance
standards-protocols-compliance
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Microservices | in_db |
Microservices and Distributed Systems
microservices-and-distributed-systems
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
Library artifacts (this run)
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [
"SaaS",
"Software Development"
],
"domain": "Software \u0026 SaaS Products"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or related)",
"raw": "Bachelor\u2019s degree in Computer Science (or a related discipline)",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ Year"
},
"job_locations": [],
"role": "SENIOR SOFTWARE ENGINEER",
"role_aliases": [
"Software Engineer",
"Senior Developer",
"SWE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 15,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Develop software solutions by studying",
"last_5_words": "micro services-based platform."
},
"text": "\u2022 Develop software solutions by studying information needs; conferring with users; studying systems flow, data usage and work processes; investigating problem areas; following the software development lifecycle\n\u2022 Determine operational feasibility by evaluating analysis, problem definition, requirements, solution development and proposed solutions\n\u2022 Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code\n\u2022 Prepare and install solutions by determining and designing system specifications, standards and programming\n\u2022 Improve operations by conducting systems analysis; recommending changes in policies and procedures\n\u2022 Update job knowledge by studying state-of-the-art development tools, programming techniques and computing equipment; participating in educational opportunities; reading professional publications; maintaining personal networks; participating in professional organizations\n\u2022 Protect operations by keeping information confidential\n\u2022 Provide information by collecting, analyzing and summarizing development and service issues\n\u2022 Accomplish engineering and organization mission by completing related results as needed Support and develop software engineers by providing advice, coaching and educational opportunities\n\u2022 Collaborate with team to brainstorm and create new products\n\u2022 Grow engineering teams by interviewing, recruiting and hiring\n\u2022 Make informed decisions quickly and taking ownership of services and applications at scale\n\u2022 Passionate about great technologies, especially open source\n\u2022 Understand business needs and know how to create the tools to manage them\n\u2022 Write scalable, robust, automatable, efficient and maintainable code.\n\u2022 Build frameworks that helps to scale the platform and REST APIs for developer consumption.\n\u2022 Play a key role in design and architecture decisions towards building a scalable, micro services-based platform.",
"word_count": 309
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "REST"
},
{
"is_primary": true,
"skill_name": "Microservices"
}
],
"jd_role": {
"display_name": "SENIOR SOFTWARE ENGINEER",
"rationale": null,
"role_aliases": [
"Software Engineer",
"Senior Developer",
"SWE"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": null,
"ctc": null,
"domain": {
"primary": {
"aliases": [
"SaaS",
"Software Development"
],
"domain": "Software \u0026 SaaS Products"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or related)",
"raw": "Bachelor\u2019s degree in Computer Science (or a related discipline)",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ Year"
},
"job_locations": [],
"role": "SENIOR SOFTWARE ENGINEER",
"role_aliases": [
"Software Engineer",
"Senior Developer",
"SWE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 15,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Develop software solutions by studying",
"last_5_words": "micro services-based platform."
},
"text": "\u2022 Develop software solutions by studying information needs; conferring with users; studying systems flow, data usage and work processes; investigating problem areas; following the software development lifecycle\n\u2022 Determine operational feasibility by evaluating analysis, problem definition, requirements, solution development and proposed solutions\n\u2022 Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code\n\u2022 Prepare and install solutions by determining and designing system specifications, standards and programming\n\u2022 Improve operations by conducting systems analysis; recommending changes in policies and procedures\n\u2022 Update job knowledge by studying state-of-the-art development tools, programming techniques and computing equipment; participating in educational opportunities; reading professional publications; maintaining personal networks; participating in professional organizations\n\u2022 Protect operations by keeping information confidential\n\u2022 Provide information by collecting, analyzing and summarizing development and service issues\n\u2022 Accomplish engineering and organization mission by completing related results as needed Support and develop software engineers by providing advice, coaching and educational opportunities\n\u2022 Collaborate with team to brainstorm and create new products\n\u2022 Grow engineering teams by interviewing, recruiting and hiring\n\u2022 Make informed decisions quickly and taking ownership of services and applications at scale\n\u2022 Passionate about great technologies, especially open source\n\u2022 Understand business needs and know how to create the tools to manage them\n\u2022 Write scalable, robust, automatable, efficient and maintainable code.\n\u2022 Build frameworks that helps to scale the platform and REST APIs for developer consumption.\n\u2022 Play a key role in design and architecture decisions towards building a scalable, micro services-based platform.",
"word_count": 309
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "55e77e66-7b61-4a2a-b391-9343125467af",
"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": [
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with team to brainstorm and create new products",
"similarity": 0.7044
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Play a key role in design and architecture decisions towards building a scalable, micro services-based platform.",
"similarity": 0.5274
},
{
"kra_text": "structure reusable application code",
"sentence": "Write scalable, robust, automatable, efficient and maintainable code.",
"similarity": 0.4927
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5748,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "React Native Developer",
"kra_matches": [
{
"kra_text": "maintain code quality",
"sentence": "Write scalable, robust, automatable, efficient and maintainable code.",
"similarity": 0.6367
},
{
"kra_text": "integrate backend APIs",
"sentence": "Build frameworks that helps to scale the platform and REST APIs for developer consumption.",
"similarity": 0.497
},
{
"kra_text": "maintain code quality",
"sentence": "Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code",
"similarity": 0.4618
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 73,
"score": 0.5318,
"slug": "react-native-developer",
"total_count": null
},
{
"display_name": "Backend Developer",
"kra_matches": [
{
"kra_text": "Designs and maintains RESTful and GraphQL API interfaces with proper authentication, versioning, rate limiting, and documentation for frontend and third-party consumers.",
"sentence": "Build frameworks that helps to scale the platform and REST APIs for developer consumption.",
"similarity": 0.5332
},
{
"kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
"sentence": "Provide information by collecting, analyzing and summarizing development and service issues",
"similarity": 0.5002
},
{
"kra_text": "Integrates with third-party services, payment gateways, messaging queues like Kafka or RabbitMQ, and internal microservices via HTTP and event-driven patterns.",
"sentence": "Play a key role in design and architecture decisions towards building a scalable, micro services-based platform.",
"similarity": 0.4991
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 0.5108,
"slug": "backend-engineer",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "code review and refactoring",
"sentence": "Write scalable, robust, automatable, efficient and maintainable code.",
"similarity": 0.5288
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Collaborate with team to brainstorm and create new products",
"similarity": 0.5287
},
{
"kra_text": "code review and refactoring",
"sentence": "Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code",
"similarity": 0.4622
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 90,
"score": 0.5066,
"slug": "angular-frontend-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": "Develop software solutions by studying information needs; conferring with users; studying systems flow, data usage and work processes; investigating problem areas; following the software development lifecycle",
"similarity": 0.5423
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Collaborate with team to brainstorm and create new products",
"similarity": 0.5047
},
{
"kra_text": "Builds and integrates client-side React or Vue components with server-side Node.js or Django APIs, managing bidirectional data flow across frontend and backend layers.",
"sentence": "Build frameworks that helps to scale the platform and REST APIs for developer consumption.",
"similarity": 0.4652
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.5041,
"slug": "full-stack-engineer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Scala Backend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"REST",
"microservices"
],
"role_id": 87,
"score": 1.0,
"slug": "scala-backend-developer",
"total_count": 2
},
{
"display_name": "Node.js Backend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"REST",
"microservices"
],
"role_id": 82,
"score": 1.0,
"slug": "node-backend-developer",
"total_count": 2
},
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"REST",
"microservices"
],
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": 2
},
{
"display_name": "Pega Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"REST"
],
"role_id": 24,
"score": 0.5,
"slug": "pega-developer",
"total_count": 2
},
{
"display_name": "Go Backend Developer",
"kra_matches": null,
"matched_count": 1,
"matched_skills": [
"REST"
],
"role_id": 81,
"score": 0.5,
"slug": "go-backend-developer",
"total_count": 2
}
]
},
"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 Software Engineering",
"API Platform Development",
"Microservices Architecture",
"Scalable Systems Design",
"Technical Leadership and Coaching",
"Software Documentation"
],
"matched_kras": [
"Develop software solutions",
"Determine operational feasibility",
"Document and demonstrate solutions",
"Prepare and install solutions",
"Improve operations by conducting systems analysis",
"Support and develop software engineers",
"Collaborate with team to brainstorm and create new products",
"Grow engineering teams by interviewing, recruiting and hiring",
"Write scalable, robust, automatable, efficient and maintainable code",
"Build frameworks that helps to scale the platform and REST APIs"
],
"matched_skills": [
"software development lifecycle",
"flowcharts",
"code comments",
"systems analysis",
"REST APIs",
"microservices",
"open source"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering; The JD centers on scalable software development, REST APIs, microservices, architecture decisions, and engineering team support, which best matches a backend engineer.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 610,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [],
"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": 106,
"existing_alias_text": "REST",
"input_term": "REST",
"matched_canonical": {
"category_id": 2,
"display_name": "REST",
"id": 11,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "CONCEPT",
"slug": "rest",
"sub_category_id": 2122,
"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": 178,
"existing_alias_text": "microservices",
"input_term": "Microservices",
"matched_canonical": {
"category_id": 1,
"display_name": "microservices",
"id": 41,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "PATTERN",
"slug": "microservices",
"sub_category_id": 1,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"matched_via": "alias"
}
],
"candidate_roles": [
{
"display_name": "Backend Developer",
"id": 1,
"rationale": null,
"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"
},
{
"display_name": "Fullstack Developer",
"id": 15,
"rationale": null,
"role_archetype": null,
"slug": "full-stack-engineer",
"source": "db"
},
{
"display_name": ".NET Backend Developer",
"id": 83,
"rationale": null,
"role_archetype": "Engineering",
"slug": "dotnet-backend-developer",
"source": "db"
},
{
"display_name": "Go Backend Developer",
"id": 81,
"rationale": null,
"role_archetype": "Engineering",
"slug": "go-backend-developer",
"source": "db"
},
{
"display_name": "Kotlin Backend Developer",
"id": 84,
"rationale": null,
"role_archetype": "Engineering",
"slug": "kotlin-server-backend-developer",
"source": "db"
},
{
"display_name": "Node.js Backend Developer",
"id": 82,
"rationale": null,
"role_archetype": "Engineering",
"slug": "node-backend-developer",
"source": "db"
},
{
"display_name": "PHP Backend Developer",
"id": 86,
"rationale": null,
"role_archetype": "Engineering",
"slug": "php-backend-developer",
"source": "db"
},
{
"display_name": "Python Backend Developer",
"id": 80,
"rationale": null,
"role_archetype": "Engineering",
"slug": "python-backend-developer",
"source": "db"
},
{
"display_name": "Ruby Backend Developer",
"id": 85,
"rationale": null,
"role_archetype": "Engineering",
"slug": "ruby-backend-developer",
"source": "db"
},
{
"display_name": "Scala Backend Developer",
"id": 87,
"rationale": null,
"role_archetype": "Engineering",
"slug": "scala-backend-developer",
"source": "db"
},
{
"display_name": "Pega Developer",
"id": 24,
"rationale": null,
"role_archetype": null,
"slug": "pega-developer",
"source": "db"
},
{
"display_name": "Sitecore Dev",
"id": 233,
"rationale": null,
"role_archetype": "Engineering",
"slug": "sitecore-dev",
"source": "db"
}
],
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering; The JD centers on scalable software development, REST APIs, microservices, architecture decisions, and engineering team support, which best matches a backend engineer.",
"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": [
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}
]
},
{
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{
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{
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},
{
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},
{
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{
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},
{
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{
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}
]
},
{
"dimension": {
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},
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{
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}
]
},
{
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},
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{
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}
]
},
{
"dimension": {
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{
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}
]
}
],
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],
"input_llm_skills": [
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],
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"skills_detail": [
{
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{
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{
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{
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{
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],
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},
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],
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}
API 3 — final-role-output
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{
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{
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{
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{
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],
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],
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},
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}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.