Pipeline run
846465ab-483d-4ee6-add8-589a6d11ffca
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
Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business Own the delivery of an integral piece of a system or application. Management and exec…
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 designing, implementing, deploying, and owning delivery of application/system work with technical leadership and project execution, which best matches a backend/software engineer 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
Job Summary DESCRIPTION Are you a smart, hungry, flexible, and world-class software engineer excited by the challenge of launching a new business initiative for Amazon? The International Country expansion team in India is looking for software engineers to be part a new team being built from ground up. As part of this team the engineer would be responsible for increasing the reach of Amazon’s business in a new economy. Our Development team plays a pivotal role in this program, with the mission to build a comprehensive solution for the India business. This is a rare opportunity to be part of a team that will be responsible for building a successful, sustainable and strategic business for Amazon, from the ground up! As a software development engineer on the team, you will be responsible for leading the architecture, design, development, and launch of core product features. You will have significant influence on our overall strategy by helping define these product features, drive the system architecture, and spearhead the best practices that enable a quality product. You will also play a pivotal role in shaping the definition, vision, design, roadmap and development of efficiency and resiliency related services and tools. Position Responsibilities Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business Own the delivery of an integral piece of a system or application. Management and execution against project plans and delivery commitments Assist directly and indirectly in the continual hiring and development of technical talent. Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts. The ideal candidate will be a leader, quick learner and be able to work independently. He/she should be able to operate in a very fast paced environment where time to hit market is super critical. The candidate will need to balance technical leadership and savvy with strong business judgment to make the right decisions about technology choices. Basic Qualifications Programming experience with at least one modern language such as Java, C++, or C# including object-oriented design A Bachelor’s degree in Computer Science or equivalent combination of technical education and work experience; 1 to 3 years of Software Development experience; Experience designing highly interactive web applications with performance, scalability, accessibility, usability, design, and security in mind. If you don't have all of these, that's ok, but be excited about learning the few you don't know. Familiar with building complex web applications using Javascript / AJAX, XHTML, CSS. Experience with or knowledge of jQuery, Java, Struts, and other website technologies. Strong, object-oriented design and coding skills (C/C++ and/or Java preferably on a UNIX or Linux platform) Solid software development background including design patterns, data structures, test driven development Knowledge of Perl or other scripting languages a plus Experience with distributed (multi-tiered) systems, algorithms, and relational databases Software development experience in building highly scalable applications Preferred Qualifications Bachelor’s Degree in Computer Science or related field Equivalent experience to a Bachelor's degree based on 3 years of work experience for every 1 year of education 0-3 years professional experience in software development Computer Science fundamentals in object-oriented design Computer Science fundamentals in data structures Computer Science fundamentals in algorithm design, problem solving, and complexity analysis Proficiency in, at least, one modern programming language such as C, C++, Java, or PerlMaster’s degree in Computer Science, Computer Engineering or related technical discipline Experience in eCommerce and Deep hands-on technical expertise Ability to handle multiple competing priorities in a fast-paced environment Experience working with service oriented architectures and web based solutions. Company - ADCI - Karnataka Job ID: A1978404
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Cloud Platforms
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Amazon.in | type=Cloud Platforms subtype=general nature=PLATFORM 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": "ADCI - Karnataka",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or equivalent)",
"raw": "A Bachelor\u2019s degree in Computer Science or equivalent combination of technical education and work experience",
"requirement": "required"
},
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science or related",
"raw": "Bachelor\u2019s Degree in Computer Science or related field",
"requirement": "preferred"
},
{
"level": "Master\u0027s",
"qualification": "MTECH/ME - Computer Science",
"raw": "Master\u2019s degree in Computer Science, Computer Engineering or related technical discipline",
"requirement": "preferred"
}
],
"experience": {
"max": 3,
"min": 1,
"raw": "1 to 3 years of Software Development experience"
},
"job_locations": [
{
"aliases": [
"Bangalore"
],
"city": "Karnataka",
"country": "India",
"state": "Karnataka",
"work_mode": null
}
],
"role": "Software Development Engineer",
"role_aliases": [
"Software Engineer",
"SDE",
"Software Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Position Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Work closely with senior engineers",
"last_5_words": "technology choices."
},
"text": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business\nOwn the delivery of an integral piece of a system or application.\nManagement and execution against project plans and delivery commitments\nAssist directly and indirectly in the continual hiring and development of technical talent.\nCreate and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.\nThe ideal candidate will be a leader, quick learner and be able to work independently. He/she should be able to operate in a very fast paced environment where time to hit market is super critical. The candidate will need to balance technical leadership and savvy with strong business judgment to make the right decisions about technology choices.",
"word_count": 134
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Amazon.in"
}
],
"jd_role": {
"display_name": "Software Development Engineer",
"rationale": null,
"role_aliases": [
"Software Engineer",
"SDE",
"Software Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "ADCI - Karnataka",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or equivalent)",
"raw": "A Bachelor\u2019s degree in Computer Science or equivalent combination of technical education and work experience",
"requirement": "required"
},
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science or related",
"raw": "Bachelor\u2019s Degree in Computer Science or related field",
"requirement": "preferred"
},
{
"level": "Master\u0027s",
"qualification": "MTECH/ME - Computer Science",
"raw": "Master\u2019s degree in Computer Science, Computer Engineering or related technical discipline",
"requirement": "preferred"
}
],
"experience": {
"max": 3,
"min": 1,
"raw": "1 to 3 years of Software Development experience"
},
"job_locations": [
{
"aliases": [
"Bangalore"
],
"city": "Karnataka",
"country": "India",
"state": "Karnataka",
"work_mode": null
}
],
"role": "Software Development Engineer",
"role_aliases": [
"Software Engineer",
"SDE",
"Software Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Position Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Work closely with senior engineers",
"last_5_words": "technology choices."
},
"text": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business\nOwn the delivery of an integral piece of a system or application.\nManagement and execution against project plans and delivery commitments\nAssist directly and indirectly in the continual hiring and development of technical talent.\nCreate and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.\nThe ideal candidate will be a leader, quick learner and be able to work independently. He/she should be able to operate in a very fast paced environment where time to hit market is super critical. The candidate will need to balance technical leadership and savvy with strong business judgment to make the right decisions about technology choices.",
"word_count": 134
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "846465ab-483d-4ee6-add8-589a6d11ffca",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"display_name": "Engineering Manager",
"kra_matches": [
{
"kra_text": "Set team goals and delivery plans",
"sentence": "Management and execution against project plans and delivery commitments",
"similarity": 0.6356
},
{
"kra_text": "support hiring and onboarding",
"sentence": "Assist directly and indirectly in the continual hiring and development of technical talent.",
"similarity": 0.5557
},
{
"kra_text": "Set team goals and delivery plans",
"sentence": "Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.",
"similarity": 0.5151
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 121,
"score": 0.5688,
"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": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business",
"similarity": 0.5022
},
{
"kra_text": "Manages release management processes including environment promotion gates, deployment approval workflows, change management records, and rollback procedures.",
"sentence": "Management and execution against project plans and delivery commitments",
"similarity": 0.472
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.",
"similarity": 0.4676
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.4806,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Cloud Architect",
"kra_matches": [
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business",
"similarity": 0.5092
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.",
"similarity": 0.4591
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Assist directly and indirectly in the continual hiring and development of technical talent.",
"similarity": 0.4548
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.4744,
"slug": "cloud-architect",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business",
"similarity": 0.5352
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.",
"similarity": 0.4082
},
{
"kra_text": "structure reusable application code",
"sentence": "Own the delivery of an integral piece of a system or application.",
"similarity": 0.4045
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.4493,
"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": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business",
"similarity": 0.5035
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Create and execute appropriate quality plans, project plans, test strategies and processes for development activities in concert with business and project management efforts.",
"similarity": 0.4201
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Assist directly and indirectly in the continual hiring and development of technical talent.",
"similarity": 0.3962
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.4399,
"slug": "full-stack-engineer",
"total_count": null
}
],
"skill_match_roles": []
},
"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": 0.92,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 0.92,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Application and system delivery",
"Project execution and planning",
"Quality planning and testing",
"Technical leadership",
"Cross-functional collaboration",
"Fast-paced delivery"
],
"matched_kras": [
"design, implement and deploy applications",
"Own the delivery of an integral piece",
"Management and execution against project plans",
"Create and execute appropriate quality plans",
"Assist directly and indirectly in the continual hiring",
"balance technical leadership and savvy with strong business judgment"
],
"matched_skills": [
"design",
"implement",
"deploy applications",
"project plans",
"test strategies",
"business judgment",
"technical leadership"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering; The JD centers on designing, implementing, deploying, and owning delivery of application/system work with technical leadership and project execution, which best matches a backend/software engineer role.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 1002,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 1054,
"r_and_r_preview": "Work closely with senior engineers to design, implement and deploy applications that impact the Amazon.in business\nOwn the delivery of an integral piece of a system or application.\nManagement and exec",
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 15235,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Amazon.in",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
"alias_matches": [],
"candidate_roles": [],
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering; The JD centers on designing, implementing, deploying, and owning delivery of application/system work with technical leadership and project execution, which best matches a backend/software engineer 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": [],
"input_final_skills": [
"Amazon.in"
],
"input_llm_skills": [
"Amazon.in"
],
"new_aliases_persisted": 0,
"run_id": "846465ab-483d-4ee6-add8-589a6d11ffca",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Amazon.in",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Cloud Platforms",
"skill_nature": "PLATFORM",
"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": "amazon-in",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Amazon.in"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Domain=Software Engineering; The JD centers on designing, implementing, deploying, and owning delivery of application/system work with technical leadership and project execution, which best matches a backend/software engineer 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"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Amazon.in",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "846465ab-483d-4ee6-add8-589a6d11ffca"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.