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Pipeline run

569aba0d-4fd3-4254-b72a-4bfabd00efed

Pipeline LLM cost (USD)
API 1: $0.0126 API 2: $0.0000 API 3: $0.0000 Total: $0.0126

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 · API and service implementation
Build and maintain scalable .NET backend services and REST/public APIs, translating product requirements into backend designs, tests, Azure CI/CD deployments, and documentation. Also drive integration projects with a strong bias for simple, AI-first delivery and long-term maintainability.
""Build and maintain REST APIs and public-facing APIs, ensuring security and scalability.""
Tech stack maturity
Mainstream Modern
The stack centers on .NET, Entity Framework, microservices, REST, and Azure with CI/CD and testing, which is characteristic of a modern mainstream backend environment rather than cutting-edge cloud-native or legacy tech.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
1.70 / 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): AI
Evidence — skills matched in JD (19)
C# .NET ASP.NET MVC Web API Entity Framework REST Unit Testing Integration Testing CI/CD Azure Microsoft Azure Cloud Microservices SOA MS SQL Azure DB AI Tools Hybrid Applications Offline Support
Skill cluster (8 dimension groups, role-scoped)
API Design and Contracts
REST
Application Architecture and Code Organization
MVC
Cloud Platforms
Azure
Microservices and Distributed Systems
Microservices
ORMs and Data Access Layers
Entity Framework
Programming Languages
C#
Testing and Quality Assurance
Integration Testing
Cross-cutting / unaligned
.NET ASP.NET Web API Unit Testing CI/CD Microsoft Azure Cloud SOA MS SQL Azure DB AI Tools Hybrid Applications Offline Support
Show KRA description ↓
As a .NET Backend Engineer (Vibe Coding First), you will be leading the development of our new product initiatives and working on ambitious integration projects. You will partner with a Business Analyst and a UX Developer to work on product requirements, create technical deliverables, design and build complex backend systems, and ensure timely and measurable execution. With an unparalleled and disciplined approach to problem solving, coupled with a proactive attitude, you are willing to learn and adapt in a fast-paced environment. You have a strong bias towards elegant and simple solutions that drive direct value to the users, are excited by "zero to one" projects, and can efficiently communicate findings to leadership. You will always look for a balance between fast delivery and building for scale by following backend development best practices, leveraging AI-first workflows (vibe coding), and creating documentation. • Design, develop, and maintain high-quality, scalable, service-oriented applications using .NET technologies. • Build and maintain REST APIs and public-facing APIs, ensuring security and scalability. • Partner closely with frontend developers to deliver seamless end-to-end solutions. • Collaborate with UX and Business Analysts to translate requirements into robust backend systems. • Write unit and integration tests to ensure code quality and maintainability. • Deploy backend applications using CI/CD pipelines and Azure Cloud services. • Leverage AI-first development workflows (vibe coding) to speed up delivery, improve quality, and reduce repetitive tasks. • Document technical designs, system architecture, and best practices. • 5+ years of experience in building and maintaining scalable backend systems. • Expertise in ASP.NET (C#) and related technologies such as MVC, Web API, and Entity Framework. • Strong understanding of software architecture patterns (n-tier, microservices, SOA) and ability to design scalable, maintainable systems. • Proficiency in data modelling, MS SQL, and Azure DB. • Experience with c processes and Microsoft Azure Cloud. • Hands-on experience with hybrid applications with offline support. • Strong sense of ownership, focusing on long-term usability and extensibility. • Proven problem-solving skills: logical, methodical, and proactive in turning challenges into opportunities. • Use of modern AI tools to leverage speed is a must. Candidates must demonstrate minimum 6–8 months of professional experience using vibe coding as their default backend development workflow (not ad-hoc AI tool usage). • Collaborative team player with flexibility to learn new tools and skillsets. • Wholesale or Ecommerce industry experience. • Familiarity with other backend frameworks or cross-platform solutions.

Signals

Skill dotnet-backend-developer
0.41
Alias dotnet-backend-developer
1.00
KRA flutter-developer
0.62

Post-classification

Centroidupdated · n=1622
Alias collision log
New-role queue
New skills captured8
New KRA captured

Captured for admin review

ASP.NET primary Backend Developer pending
Web API primary Backend Developer pending
Microsoft Azure Cloud primary Backend Developer pending
SOA primary Backend Developer pending
MS SQL primary Backend Developer pending
Azure DB primary Backend Developer pending
Hybrid Applications Backend Developer pending
AI Tools primary Backend Developer pending
Status: extract_from_jd_done Created: 2026-05-27T16:57:50.163703Z Updated: 2026-05-27T16:57:52.642841Z
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

Experience: 5.00 + years

Salary: Confidential (based on experience)

Expected Notice Period: 15 Days

Shift: (GMT+05:30) Asia/Kolkata (IST)

Opportunity Type: Remote

Placement Type: Full Time Permanent position(Payroll and Compliance to be managed by: Uplers)

(*Note: This is a requirement for one of Uplers' client - UK’s Leading Wholesaler)

What do you need for this opportunity?

Must have skills required:

Ecommerce, Wholesale, AI Coding Tools, ASP.NET (C#), Azure DB, CI/CD, Entity Framework, Microservices, MS SQL, N-tier, SOA, Vibe Coding, Web API, MVC

UK’s Leading Wholesaler is Looking for:

Roles and Responsibilities:

As a .NET Backend Engineer (Vibe Coding First), you will be leading the development of our new product initiatives and working on ambitious integration projects. You will partner with a Business Analyst and a UX Developer to work on product requirements, create technical deliverables, design and build complex backend systems, and ensure timely and measurable execution. With an unparalleled and disciplined approach to problem solving, coupled with a proactive attitude, you are willing to learn and adapt in a fast-paced environment. You have a strong bias towards elegant and simple solutions that drive direct value to the users, are excited by "zero to one" projects, and can efficiently communicate findings to leadership. You will always look for a balance between fast delivery and building for scale by following backend development best practices, leveraging AI-first workflows (vibe coding), and creating documentation.

Responsibilities

• Design, develop, and maintain high-quality, scalable, service-oriented applications using .NET technologies.
• Build and maintain REST APIs and public-facing APIs, ensuring security and scalability.
• Partner closely with frontend developers to deliver seamless end-to-end solutions.
• Collaborate with UX and Business Analysts to translate requirements into robust backend systems.
• Write unit and integration tests to ensure code quality and maintainability.
• Deploy backend applications using CI/CD pipelines and Azure Cloud services.
• Leverage AI-first development workflows (vibe coding) to speed up delivery, improve quality, and reduce repetitive tasks.
• Document technical designs, system architecture, and best practices.



Requirements

• 5+ years of experience in building and maintaining scalable backend systems.
• Expertise in ASP.NET (C#) and related technologies such as MVC, Web API, and Entity Framework.
• Strong understanding of software architecture patterns (n-tier, microservices, SOA) and ability to design scalable, maintainable systems.
• Proficiency in data modelling, MS SQL, and Azure DB.
• Experience with c processes and Microsoft Azure Cloud.
• Hands-on experience with hybrid applications with offline support.
• Strong sense of ownership, focusing on long-term usability and extensibility.
• Proven problem-solving skills: logical, methodical, and proactive in turning challenges into opportunities.
• Use of modern AI tools to leverage speed is a must. Candidates must demonstrate minimum 6–8 months of professional experience using vibe coding as their default backend development workflow (not ad-hoc AI tool usage).
• Collaborative team player with flexibility to learn new tools and skillsets.



Desired Skills / Experience

• Wholesale or Ecommerce industry experience.
• Familiarity with other backend frameworks or cross-platform solutions.



How to apply for this opportunity?

• Step 1: Click On Apply! And Register or Login on our portal.
• Step 2: Complete the Screening Form & Upload updated Resume
• Step 3: Increase your chances to get shortlisted & meet the client for the Interview!



About Uplers:

Our goal is to make hiring reliable, simple, and fast. Our role will be to help all our talents find and apply for relevant contractual onsite opportunities and progress in their career. We will support any grievances or challenges you may face during the engagement.

(Note: There are many more opportunities apart from this on the portal. Depending on the assessments you clear, you can apply for them as well).

So, if you are ready for a new challenge, a great work environment, and an opportunity to take your career to the next level, don't hesitate to apply today. We are waiting for you!

Skills from this JD

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

C# Primary No API 2 row (run stopped after API 1 or history missing)
.NET Primary No API 2 row (run stopped after API 1 or history missing)
ASP.NET Primary No API 2 row (run stopped after API 1 or history missing)
MVC 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)
Entity Framework Primary No API 2 row (run stopped after API 1 or history missing)
REST 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)
Integration Testing Primary No API 2 row (run stopped after API 1 or history missing)
CI/CD 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)
Microsoft Azure Cloud 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)
SOA Primary No API 2 row (run stopped after API 1 or history missing)
MS SQL Primary No API 2 row (run stopped after API 1 or history missing)
Azure DB Primary No API 2 row (run stopped after API 1 or history missing)
Hybrid Applications Secondary No API 2 row (run stopped after API 1 or history missing)
Offline Support Secondary No API 2 row (run stopped after API 1 or history missing)
AI Tools Primary 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
Role.NET Backend Engineer (Vibe Coding First)
CompanyUplers
Experience5+ years of experience in building and maintaining scalable backend systems.
CTC{'max': None, 'min': None, 'raw': 'Confidential (based on experience)', 'period': None, 'currency': None}
DomainWholesale
Location India (remote)
JD type pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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            "kra_text": "maintain code quality",
            "sentence": "Write unit and integration tests to ensure code quality and maintainability.",
            "similarity": 0.6609
          },
          {
            "kra_text": "integrate backend APIs",
            "sentence": "Build and maintain REST APIs and public-facing APIs, ensuring security and scalability.",
            "similarity": 0.5336
          },
          {
            "kra_text": "integrate backend APIs",
            "sentence": "Collaborate with UX and Business Analysts to translate requirements into robust backend systems.",
            "similarity": 0.4872
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 73,
        "score": 0.5606,
        "slug": "react-native-developer",
        "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": "Document technical designs, system architecture, and best practices.",
            "similarity": 0.6409
          },
          {
            "kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
            "sentence": "Deploy backend applications using CI/CD pipelines and Azure Cloud services.",
            "similarity": 0.4933
          },
          {
            "kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
            "sentence": "Design, develop, and maintain high-quality, scalable, service-oriented applications using .NET technologies.",
            "similarity": 0.4671
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 9,
        "score": 0.5338,
        "slug": "cloud-architect",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": ".NET Backend Developer",
        "kra_matches": null,
        "matched_count": 7,
        "matched_skills": [
          ".NET",
          "Azure",
          "C#",
          "Entity Framework",
          "Integration testing",
          "MVC",
          "REST"
        ],
        "role_id": 83,
        "score": 0.4118,
        "slug": "dotnet-backend-developer",
        "total_count": 17
      },
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": 6,
        "matched_skills": [
          "Azure",
          "C#",
          "Entity Framework",
          "Integration testing",
          "REST",
          "microservices"
        ],
        "role_id": 1,
        "score": 0.3529,
        "slug": "backend-engineer",
        "total_count": 17
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": null,
        "matched_count": 5,
        "matched_skills": [
          "Azure",
          "C#",
          "Entity Framework",
          "MVC",
          "REST"
        ],
        "role_id": 15,
        "score": 0.2941,
        "slug": "full-stack-engineer",
        "total_count": 17
      },
      {
        "display_name": "Node.js Backend Developer",
        "kra_matches": null,
        "matched_count": 5,
        "matched_skills": [
          "Azure",
          "Entity Framework",
          "Integration testing",
          "REST",
          "microservices"
        ],
        "role_id": 82,
        "score": 0.2941,
        "slug": "node-backend-developer",
        "total_count": 17
      },
      {
        "display_name": "Python Backend Developer",
        "kra_matches": null,
        "matched_count": 4,
        "matched_skills": [
          "Azure",
          "Entity Framework",
          "Integration testing",
          "REST"
        ],
        "role_id": 80,
        "score": 0.2353,
        "slug": "python-backend-developer",
        "total_count": 17
      }
    ]
  },
  "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": 0.99,
      "slug": "backend-engineer",
      "total_count": null
    },
    "confidence": 0.99,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "Backend System Design",
      "API Development",
      "Cloud Deployment",
      "Software Architecture",
      "Data Modeling",
      "Testing and Quality Assurance",
      "Technical Documentation",
      "AI-assisted development workflow"
    ],
    "matched_kras": [
      "Design, develop, and maintain high-quality, scalable, service-oriented applications",
      "Build and maintain REST APIs and public-facing APIs",
      "Partner closely with frontend developers",
      "Collaborate with UX and Business Analysts",
      "Write unit and integration tests",
      "Deploy backend applications using CI/CD pipelines and Azure Cloud services",
      "Document technical designs, system architecture, and best practices"
    ],
    "matched_skills": [
      ".NET",
      "ASP.NET (C#)",
      "MVC",
      "Web API",
      "Entity Framework",
      "REST APIs",
      "Azure Cloud",
      "CI/CD pipelines",
      "MS SQL",
      "Azure DB",
      "unit and integration tests",
      "microservices",
      "SOA",
      "hybrid applications",
      "offline support"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Software Engineering \u2192 sub-role dotnet-backend-developer; The JD is centered on designing and maintaining scalable .NET backend systems, REST/public APIs, Azure deployment, and backend architecture, which matches Backend Developer best.",
    "sub_role": {
      "confidence": 0.99,
      "display_name": ".NET Backend Developer",
      "reasoning": "The JD explicitly centers on ASP.NET, C#, Web API, Entity Framework, and Azure services, which clearly matches the .NET backend specialization.",
      "role_id": 83,
      "slug": "dotnet-backend-developer"
    }
  },
  "stage5_updates": {
    "centroid_n_after": 1622,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 22823,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "ASP.NET",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22824,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Web API",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22825,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Microsoft Azure Cloud",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22826,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "SOA",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22827,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "MS SQL",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22828,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Azure DB",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22829,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Hybrid Applications",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22830,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "AI Tools",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{}
API 3 — final-role-output
{}