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Pipeline run

e7075a46-1beb-4eca-913e-8527b8bba64c

Pipeline LLM cost (USD)
API 1: $0.0050 API 2: $0.0000 API 3: $0.0000 Total: $0.0050

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · Backend API integration
Build and deliver REST APIs and backend integrations in .NET/Azure, turning product/architect ideas into software, designing reusable modules, testing/documenting them, and mentoring peers with best practices.
"building and delivering REST APIs and backend integration"
Tech stack maturity
Mainstream Modern
The stack centers on established .NET and ASP.NET MVC with Azure, Docker, microservices, REST/GraphQL, OAuth, and unit testing, which is characteristic of a modern but not bleeding-edge cloud-native environment.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Frameworks (×2):
Models / concepts (×3):
Evidence — skills matched in JD (30)
REST API .NET Framework .NET Core C# Web API ASP.NET MVC Azure GraphQL Agile OOP SOLID Unit Testing RDBMS NoSQL Microservices Functional Programming OAuth OpenID Continuous Integration Docker Containerization Version Control Python React +5
Skill cluster (9 dimension groups, role-scoped)
UI Frameworks and Rendering
SOLID React Angular
API Integration and Data Fetching
API GraphQL
JavaScript and TypeScript
TypeScript Node.js
C# and .NET Languages
C#
Cloud Provider Platforms
Azure
Containerization and Image Builds
Docker
Integration Protocols & Standards
REST
Python Programming
Python
Cross-cutting / unaligned
.NET Framework .NET Core Web API ASP.NET MVC Agile OOP Unit Testing RDBMS NoSQL Microservices Functional Programming OAuth OpenID Continuous Integration Containerization Version Control DataDog Scripting
Show KRA description ↓
As a Senior Software Engineer, you will be working with a strong team of motivated engineers with a focus on building and delivering REST APIs and backend integration. You will interact with product owners and architects and convert their ideas into software solutions. You will mentor other talented engineers and encourage innovation in the team. You will also guide the team on development best practices and set examples by using them in the solutions you build. This position requires in-depth knowledge of OOPS, .Net Framework, .NET Core, C#, Web API, ASP.NET MVC, Azure Cloud and GraphQL. You should have experience with agile methodologies, and working experience building scalable and robust user interfaces. Good to have experience in Python, React, and TypeScript. • Participate in the complete product development cycle starting from analysis, architecture, design, coding, unit integration, and system testing of software • Understand System Architecture and provide valuable inputs to continuously improve • Ability to deliver the agreed modules in time, work with junior team members • Eager to learn and adapt to dynamically changing environment • Design, develop, and maintain the software solution based on the high-level product description or requirement document • Make a Software design at the module level that is highly reusable. • Follow well-defined Design Patterns and practice SOLID principles • Document work, software designs, code, and record and produce test reports. • Participate in reviews of work done by peers and provide constructive feedback. • Completely accountable for one’s own work. Estimate, plan, organize one’s own work and manage time efficiently. • Responsible for deliveries within the required deadlines. Deliveries can be modules, documentation, customer releases, etc., • Plan, organize, and execute assignments with very little or moderate supervision. • Be contemporary, by adopting technological and market evolution. • Ensure team motivation and morale. • Other responsibilities as assigned by the management from time to time. • Accountability for assignments, timely delivery, and meeting or exceeding quality requirements. • 4 to 6 years of professional experience in software product development • Strong hands-on programming experience required in .NET Framework, .NET Core, ASP.NET MVC, Web API, C#, GraphQL • Good knowledge of Web Security and authentication protocols (OAuth, OpenID) • Should have good experience in Unit Testing • Experience with RDBMS and No SQL databases • Solid knowledge of RESTful interfaces / Microservice concepts • Proficiency in object-oriented / functional programming model • Good knowledge of the Azure cloud platform • Good exposure to Continuous integration tools, Cloud Deployments, and Scripting. • Excellent analytical and problem-solving skills • Good understanding of software architectures, software algorithms, and software engineering principles • Experience in the tools required in a development lifecycle: build, unit testing, version control, task and defect management, Agile development approaches • Compare and contrast various solutions given a problem statement • Self-starter and Passionate to learn new technologies. • Exposure in Dockers and Containerization. • Experience in Angular & NodeJs • Self-driven go-getter • Experience in DataDog • Experience in working on a large scale backend environment

Signals

Skill backend-engineer
0.35
Alias backend-engineer
1.00
KRA full-stack-engineer
0.59
Status: extract_from_jd_done Created: 2026-05-27T16:02:06.719813Z Updated: 2026-06-09T00:39:58.453849Z
Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

No chosen role stored for this run.

Job description

Position Profile - Sr. Software Engineer (Web Backend developer)

Job Purpose

As a Senior Software Engineer, you will be working with a strong team of motivated engineers with a focus on building and delivering REST APIs and backend integration. You will interact with product owners and architects and convert their ideas into software solutions. You will mentor other talented engineers and encourage innovation in the team.

You will also guide the team on development best practices and set examples by using them in the solutions you build. This position requires in-depth knowledge of OOPS, .Net Framework, .NET Core, C#, Web API, ASP.NET MVC, Azure Cloud and GraphQL. You should have experience with agile methodologies, and working experience building scalable and robust user interfaces. Good to have experience in Python, React, and TypeScript.

Main Responsibilities

• Participate in the complete product development cycle starting from analysis, architecture, design, coding, unit integration, and system testing of software
• Understand System Architecture and provide valuable inputs to continuously improve
• Ability to deliver the agreed modules in time, work with junior team members
• Eager to learn and adapt to dynamically changing environment
• Design, develop, and maintain the software solution based on the high-level product description or requirement document
• Make a Software design at the module level that is highly reusable.
• Follow well-defined Design Patterns and practice SOLID principles
• Document work, software designs, code, and record and produce test reports.
• Participate in reviews of work done by peers and provide constructive feedback.
• Completely accountable for one’s own work. Estimate, plan, organize one’s own work and manage time efficiently.
• Responsible for deliveries within the required deadlines. Deliveries can be modules, documentation, customer releases, etc.,
• Plan, organize, and execute assignments with very little or moderate supervision.
• Be contemporary, by adopting technological and market evolution.
• Ensure team motivation and morale.
• Other responsibilities as assigned by the management from time to time.


Key Result Area

• Accountability for assignments, timely delivery, and meeting or exceeding quality requirements.


Skill Set

• 4 to 6 years of professional experience in software product development
• Strong hands-on programming experience required in .NET Framework, .NET Core, ASP.NET MVC, Web API, C#, GraphQL
• Good knowledge of Web Security and authentication protocols (OAuth, OpenID)
• Should have good experience in Unit Testing
• Experience with RDBMS and No SQL databases
• Solid knowledge of RESTful interfaces / Microservice concepts
• Proficiency in object-oriented / functional programming model
• Good knowledge of the Azure cloud platform
• Good exposure to Continuous integration tools, Cloud Deployments, and Scripting.
• Excellent analytical and problem-solving skills
• Good understanding of software architectures, software algorithms, and software engineering principles
• Experience in the tools required in a development lifecycle: build, unit testing, version control, task and defect management, Agile development approaches
• Compare and contrast various solutions given a problem statement
• Self-starter and Passionate to learn new technologies.
• Exposure in Dockers and Containerization.


Good to have

• Experience in Angular & NodeJs
• Self-driven go-getter
• Experience in DataDog
• Experience in working on a large scale backend environment


Qualifications & Experience

• B.E / B.Tech or M.E / M.Tech / M.S. in Computer Science Engineering or an equivalent degree.


Supervisory Responsibility

NA

Reporting To

Team Leader or above.

Job Location

Chennai,

India

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

REST Primary No API 2 row (run stopped after API 1 or history missing)
API Primary No API 2 row (run stopped after API 1 or history missing)
.NET Framework Primary No API 2 row (run stopped after API 1 or history missing)
.NET Core Primary No API 2 row (run stopped after API 1 or history missing)
C# Primary No API 2 row (run stopped after API 1 or history missing)
Web API Primary No API 2 row (run stopped after API 1 or history missing)
ASP.NET MVC Primary No API 2 row (run stopped after API 1 or history missing)
Azure Primary No API 2 row (run stopped after API 1 or history missing)
GraphQL Primary No API 2 row (run stopped after API 1 or history missing)
Agile Primary No API 2 row (run stopped after API 1 or history missing)
Python Secondary No API 2 row (run stopped after API 1 or history missing)
React Secondary No API 2 row (run stopped after API 1 or history missing)
TypeScript Secondary No API 2 row (run stopped after API 1 or history missing)
OOP Primary No API 2 row (run stopped after API 1 or history missing)
SOLID Primary No API 2 row (run stopped after API 1 or history missing)
Unit Testing Primary No API 2 row (run stopped after API 1 or history missing)
RDBMS Primary No API 2 row (run stopped after API 1 or history missing)
NoSQL Primary No API 2 row (run stopped after API 1 or history missing)
Microservices Primary No API 2 row (run stopped after API 1 or history missing)
Functional Programming Primary No API 2 row (run stopped after API 1 or history missing)
OAuth Primary No API 2 row (run stopped after API 1 or history missing)
OpenID Primary No API 2 row (run stopped after API 1 or history missing)
Continuous Integration Primary No API 2 row (run stopped after API 1 or history missing)
Docker Primary No API 2 row (run stopped after API 1 or history missing)
Containerization Primary No API 2 row (run stopped after API 1 or history missing)
Angular Secondary No API 2 row (run stopped after API 1 or history missing)
Node.js Secondary No API 2 row (run stopped after API 1 or history missing)
DataDog Secondary No API 2 row (run stopped after API 1 or history missing)
Version Control Primary No API 2 row (run stopped after API 1 or history missing)
Scripting Secondary No API 2 row (run stopped after API 1 or history missing)

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleSr. Software Engineer (Web Backend developer)
Experience4 to 6 years of professional experience in software product development
DomainSoftware & SaaS Products
Location Chennai, India
JD type pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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            "sentence": "Participate in the complete product development cycle starting from analysis, architecture, design, coding, unit integration, and system testing of software",
            "similarity": 0.5552
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5858,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "structure reusable application code",
            "sentence": "Make a Software design at the module level that is highly reusable.",
            "similarity": 0.543
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "You will interact with product owners and architects and convert their ideas into software solutions.",
            "similarity": 0.5337
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Participate in the complete product development cycle starting from analysis, architecture, design, coding, unit integration, and system testing of software",
            "similarity": 0.5294
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.5354,
        "slug": "flutter-developer",
        "total_count": null
      },
      {
        "display_name": "Engineering Manager",
        "kra_matches": [
          {
            "kra_text": "Set team goals and delivery plans",
            "sentence": "Ability to deliver the agreed modules in time, work with junior team members",
            "similarity": 0.5704
          },
          {
            "kra_text": "Set team goals and delivery plans",
            "sentence": "Responsible for deliveries within the required deadlines.",
            "similarity": 0.5137
          },
          {
            "kra_text": "Set team goals and delivery plans",
            "sentence": "Accountability for assignments, timely delivery, and meeting or exceeding quality requirements.",
            "similarity": 0.5083
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 121,
        "score": 0.5308,
        "slug": "engineering-manager",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
            "sentence": "Good to have experience in Python, React, and TypeScript.",
            "similarity": 0.5517
          },
          {
            "kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
            "sentence": "You should have experience with agile methodologies, and working experience building scalable and robust user interfaces.",
            "similarity": 0.4975
          },
          {
            "kra_text": "Maintains reusable component libraries, design system tokens, and shared UI patterns across the application to ensure visual and behavioral consistency.",
            "sentence": "Make a Software design at the module level that is highly reusable.",
            "similarity": 0.4902
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.5131,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Design, develop, and maintain the software solution based on the high-level product description or requirement document",
            "similarity": 0.5025
          },
          {
            "kra_text": "user interaction design and refinement",
            "sentence": "You should have experience with agile methodologies, and working experience building scalable and robust user interfaces.",
            "similarity": 0.4989
          },
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Participate in the complete product development cycle starting from analysis, architecture, design, coding, unit integration, and system testing of software",
            "similarity": 0.4695
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.4903,
        "slug": "pega-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": 8,
        "matched_skills": [
          "Azure",
          "C#",
          "Docker",
          "GraphQL",
          "NoSQL",
          "REST",
          "SOLID",
          "microservices"
        ],
        "role_id": 1,
        "score": 0.3478,
        "slug": "backend-engineer",
        "total_count": 23
      },
      {
        "display_name": ".NET Backend Developer",
        "kra_matches": null,
        "matched_count": 8,
        "matched_skills": [
          ".NET",
          ".NET Core",
          "Azure",
          "C#",
          "Docker",
          "GraphQL",
          "REST",
          "SOLID"
        ],
        "role_id": 83,
        "score": 0.3478,
        "slug": "dotnet-backend-developer",
        "total_count": 23
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": null,
        "matched_count": 6,
        "matched_skills": [
          "API",
          "Azure",
          "C#",
          "GraphQL",
          "REST",
          "SOLID"
        ],
        "role_id": 15,
        "score": 0.2609,
        "slug": "full-stack-engineer",
        "total_count": 23
      },
      {
        "display_name": "Node.js Backend Developer",
        "kra_matches": null,
        "matched_count": 5,
        "matched_skills": [
          "Azure",
          "GraphQL",
          "REST",
          "SOLID",
          "microservices"
        ],
        "role_id": 82,
        "score": 0.2174,
        "slug": "node-backend-developer",
        "total_count": 23
      },
      {
        "display_name": "Scala Backend Developer",
        "kra_matches": null,
        "matched_count": 5,
        "matched_skills": [
          "Azure",
          "GraphQL",
          "REST",
          "SOLID",
          "microservices"
        ],
        "role_id": 87,
        "score": 0.2174,
        "slug": "scala-backend-developer",
        "total_count": 23
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "A",
    "chosen_role": {
      "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
    },
    "confidence": 0.95,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [],
    "matched_kras": [],
    "matched_skills": [],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Multi-alias tie (3 roles at 1.0) resolved by TIER_A_KRA: Frontend Developer",
    "sub_role": null
  },
  "stage5_updates": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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