Pipeline run
327915ca-159b-4b36-b203-1e7ade38167f
Pipeline LLM cost (USD)
API 1: $0.0131
API 2: $0.0000
API 3: $0.0000
Total: $0.0131
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
Builds and tunes C#/.NET backend services and REST APIs, with heavy focus on SQL Server performance, async processing, secure authn/authz, and production observability/testing. Also handles migrations, cloud telemetry, and maintainable code practices.
"Architect, design, and implement backend services using C# and .NET"
Tech stack maturity
Mainstream Modern
The stack centers on .NET, Entity Framework, REST, OAuth2/OIDC, and SQL Server, which are widely used contemporary enterprise technologies rather than legacy or bleeding-edge cloud-native tools.
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 (29)
C#
.NET
REST
HTTP
SQL
Entity Framework
async/await
OWASP
OAuth 2.0
OIDC
SQL Server
Serilog
NLog
OpenTelemetry
Prometheus
Azure
AWS
GCP
xUnit
NUnit
MSTest
Moq
SOLID
Microservices
Docker
+4
Skill cluster (15 dimension groups, role-scoped)
Testing and Quality Assurance
xUnit
NUnit
MSTest
Moq
Cloud Platforms
Azure
AWS
GCP
Observability and Incident Response
Serilog
OpenTelemetry
Prometheus
Service Architecture and Design Patterns
SOLID
Domain-Driven Design
API Design and Contracts
REST
Authentication and Authorization
OAuth 2.0
Concurrency and Parallel Processing
async/await
Container Orchestration Platforms
Kubernetes
Deployment and Runtime Configuration
Docker
Microservices and Distributed Systems
Microservices
ORMs and Data Access Layers
Entity Framework
Performance and Scalability Tuning
Distributed Systems
Programming Languages
C#
Relational Database Design
SQL Server
Cross-cutting / unaligned
.NET
HTTP
SQL
OWASP
OIDC
NLog
CI/CD
Show KRA description ↓
• Architect, design, and implement backend services using C# and .NET (Framework and/or .NET 6/7/8), ensuring performance, scalability, and security.
• Design and build RESTful APIs with strong understanding of HTTP semantics, versioning, idempotency, pagination, and error handling.
• Optimize database performance, including advanced SQL, indexing strategy, query tuning, and efficient use of Entity Framework.
• Manage transactions, isolation levels, and apply effective migration strategies.
• Implement and troubleshoot asynchronous processing, thread safety, and use of async/await patterns.
• Apply secure coding practices and protect sensitive data, following OWASP and other security guidelines.
• Integrate and implement authentication and authorization measures (OAuth 2.0, OIDC).
• Leverage structured logging and observability (Serilog, NLog, OpenTelemetry, Prometheus) and maintain effective alerting/monitoring.
• Utilize cloud platforms such as Azure, AWS, or GCP and their native telemetry and secrets services.
• Develop unit and integration tests with frameworks like xUnit/NUnit/MSTest and use mocking frameworks (e.g., Moq).
• Advocate best software engineering practices SOLID principles, code quality, refactoring, code reviews, and maintainable codebases.
• 6 to 10+ years of experience building backend systems using C# and .NET technologies (Framework and/or .NET 6/7/8).
• Deep expertise in REST API design and implementation.
• Advanced SQL Server skills including performance tuning, indexing, and complex queries.
• Strong understanding of Entity Framework, asynchronous programming, and thread safety.
• Solid grasp of secure coding practices and web application security fundamentals.
• Experience with authentication/authorization technologies (OAuth 2.0, OIDC).
• Hands-on experience with structured logging, metrics, distributed tracing, and monitoring tools.
• Familiarity with cloud environments (Azure, AWS, or GCP) and related services.
• Proven ability writing unit and integration tests and leveraging mocking frameworks.
• Strong communication skills, proactive mindset, and ability to work in collaborative teams.
• Experience with microservices architecture and containerization (Docker/Kubernetes).
• Knowledge of CI/CD pipelines and automating deployments.
• Understanding of domain-driven design and distributed systems patterns.
• Mentorship experience and ability to guide junior engineers.
Signals
Skill
dotnet-backend-developer
0.64
Alias
dotnet-backend-developer
1.00
KRA
backend-engineer
0.64
Post-classification
Centroidupdated · n=1068
Alias collision log—
New-role queue—
New skills captured2
New KRA captured—
Captured for admin review
OWASP
primary
↔
Backend Developer
pending
NLog
↔
Backend Developer
pending
Status:
extract_from_jd_done
Created: 2026-05-27T15:43:18.361317Z
Updated: 2026-06-12T16:03:47.034175Z
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
Job Title : Senior .NET Backend Engineer Company : MOURI Tech a globally trusted enterprise-solutions provider helping customers transform into intelligent, resilient enterprises. Location : Hyderabad, Bangalore, Vizag Employment Type : Full Time About The Role We are seeking an experienced Senior .NET Backend Engineer with a passion for building scalable, high-performance backend systems. You will play a key role in designing and implementing robust services, collaborating with cross-functional teams, and driving engineering excellence. This is an excellent opportunity to work in a dynamic environment with modern technologies and cloud platforms. Key Responsibilities • Architect, design, and implement backend services using C# and .NET (Framework and/or .NET 6/7/8), ensuring performance, scalability, and security. • Design and build RESTful APIs with strong understanding of HTTP semantics, versioning, idempotency, pagination, and error handling. • Optimize database performance, including advanced SQL, indexing strategy, query tuning, and efficient use of Entity Framework. • Manage transactions, isolation levels, and apply effective migration strategies. • Implement and troubleshoot asynchronous processing, thread safety, and use of async/await patterns. • Apply secure coding practices and protect sensitive data, following OWASP and other security guidelines. • Integrate and implement authentication and authorization measures (OAuth 2.0, OIDC). • Leverage structured logging and observability (Serilog, NLog, OpenTelemetry, Prometheus) and maintain effective alerting/monitoring. • Utilize cloud platforms such as Azure, AWS, or GCP and their native telemetry and secrets services. • Develop unit and integration tests with frameworks like xUnit/NUnit/MSTest and use mocking frameworks (e.g., Moq). • Advocate best software engineering practices SOLID principles, code quality, refactoring, code reviews, and maintainable codebases. Required Skills & Qualifications • 6 to 10+ years of experience building backend systems using C# and .NET technologies (Framework and/or .NET 6/7/8). • Deep expertise in REST API design and implementation. • Advanced SQL Server skills including performance tuning, indexing, and complex queries. • Strong understanding of Entity Framework, asynchronous programming, and thread safety. • Solid grasp of secure coding practices and web application security fundamentals. • Experience with authentication/authorization technologies (OAuth 2.0, OIDC). • Hands-on experience with structured logging, metrics, distributed tracing, and monitoring tools. • Familiarity with cloud environments (Azure, AWS, or GCP) and related services. • Proven ability writing unit and integration tests and leveraging mocking frameworks. • Strong communication skills, proactive mindset, and ability to work in collaborative teams. Preferred Attributes • Experience with microservices architecture and containerization (Docker/Kubernetes). • Knowledge of CI/CD pipelines and automating deployments. • Understanding of domain-driven design and distributed systems patterns. • Mentorship experience and ability to guide junior engineers. Why Join MOURI Tech? : At MOURI Tech, youll be part of a global engineering community focused on excellence and innovation. We believe in empowering teams, fostering growth, and delivering solutions that help enterprises succeed in a dynamic world. (ref:hirist.tech)
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)
REST
Primary
No API 2 row (run stopped after API 1 or history missing)
HTTP
Primary
No API 2 row (run stopped after API 1 or history missing)
SQL
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)
async/await
Primary
No API 2 row (run stopped after API 1 or history missing)
OWASP
Primary
No API 2 row (run stopped after API 1 or history missing)
OAuth 2.0
Primary
No API 2 row (run stopped after API 1 or history missing)
OIDC
Primary
No API 2 row (run stopped after API 1 or history missing)
Serilog
Secondary
No API 2 row (run stopped after API 1 or history missing)
NLog
Secondary
No API 2 row (run stopped after API 1 or history missing)
OpenTelemetry
Secondary
No API 2 row (run stopped after API 1 or history missing)
Prometheus
Secondary
No API 2 row (run stopped after API 1 or history missing)
Azure
Secondary
No API 2 row (run stopped after API 1 or history missing)
AWS
Secondary
No API 2 row (run stopped after API 1 or history missing)
GCP
Secondary
No API 2 row (run stopped after API 1 or history missing)
xUnit
Secondary
No API 2 row (run stopped after API 1 or history missing)
NUnit
Secondary
No API 2 row (run stopped after API 1 or history missing)
MSTest
Secondary
No API 2 row (run stopped after API 1 or history missing)
Moq
Secondary
No API 2 row (run stopped after API 1 or history missing)
SOLID
Secondary
No API 2 row (run stopped after API 1 or history missing)
Microservices
Secondary
No API 2 row (run stopped after API 1 or history missing)
Docker
Secondary
No API 2 row (run stopped after API 1 or history missing)
Kubernetes
Secondary
No API 2 row (run stopped after API 1 or history missing)
CI/CD
Secondary
No API 2 row (run stopped after API 1 or history missing)
Domain-Driven Design
Secondary
No API 2 row (run stopped after API 1 or history missing)
Distributed Systems
Secondary
No API 2 row (run stopped after API 1 or history missing)
SQL Server
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
RoleSenior .NET Backend Engineer
CompanyMOURI Tech
Experience6 to 10+ years of experience
DomainIT Services & Consulting
Location
Hyderabad
(null)
JD type
pass
Show raw JSON
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}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
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},
{
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{
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{
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},
{
"display_name": "Cloud Security Engineer",
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{
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{
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{
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"sentence": "Solid grasp of secure coding practices and web application security fundamentals.",
"similarity": 0.4853
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 23,
"score": 0.5363,
"slug": "cloud-security-engineer",
"total_count": null
},
{
"display_name": "React Native Developer",
"kra_matches": [
{
"kra_text": "maintain code quality",
"sentence": "Advocate best software engineering practices SOLID principles, code quality, refactoring, code reviews, and maintainable codebases.",
"similarity": 0.5961
},
{
"kra_text": "maintain code quality",
"sentence": "Apply secure coding practices and protect sensitive data, following OWASP and other security guidelines.",
"similarity": 0.4987
},
{
"kra_text": "integrate backend APIs",
"sentence": "Integrate and implement authentication and authorization measures (OAuth 2.0, OIDC).",
"similarity": 0.4865
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 73,
"score": 0.5271,
"slug": "react-native-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": ".NET Backend Developer",
"kra_matches": null,
"matched_count": 7,
"matched_skills": [
".NET",
"C#",
"Entity Framework",
"OAuth 2.0",
"REST",
"SQL Server",
"async/await"
],
"role_id": 83,
"score": 0.6364,
"slug": "dotnet-backend-developer",
"total_count": 11
},
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"C#",
"Entity Framework",
"OAuth 2.0",
"REST",
"SQL Server",
"async/await"
],
"role_id": 1,
"score": 0.5455,
"slug": "backend-engineer",
"total_count": 11
},
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"C#",
"Entity Framework",
"OAuth 2.0",
"OIDC",
"REST"
],
"role_id": 15,
"score": 0.4545,
"slug": "full-stack-engineer",
"total_count": 11
},
{
"display_name": "Python Backend Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"Entity Framework",
"OAuth 2.0",
"REST",
"SQL Server",
"async/await"
],
"role_id": 80,
"score": 0.4545,
"slug": "python-backend-developer",
"total_count": 11
},
{
"display_name": "Node.js Backend Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"Entity Framework",
"OAuth 2.0",
"REST",
"SQL Server",
"async/await"
],
"role_id": 82,
"score": 0.4545,
"slug": "node-backend-developer",
"total_count": 11
}
]
},
"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 Service Architecture",
"API Design and Implementation",
"Database Performance Tuning",
"Asynchronous Programming",
"Application Security",
"Authentication and Authorization",
"Observability and Monitoring",
"Cloud-Enabled Backend Engineering"
],
"matched_kras": [
"Architect, design, and implement backend services",
"Design and build RESTful APIs",
"Optimize database performance",
"Manage transactions, isolation levels, and migration strategies",
"Implement and troubleshoot asynchronous processing",
"Apply secure coding practices",
"Integrate authentication and authorization measures",
"Leverage structured logging and observability",
"Develop unit and integration tests",
"Advocate best software engineering practices"
],
"matched_skills": [
"C#",
".NET",
".NET 6/7/8",
"RESTful APIs",
"HTTP semantics",
"versioning",
"idempotency",
"pagination",
"Entity Framework",
"SQL Server",
"async/await",
"OWASP",
"OAuth 2.0",
"OIDC",
"Serilog",
"OpenTelemetry"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering \u2192 sub-role dotnet-backend-developer; The JD is clearly for a C#/.NET backend engineer focused on REST APIs, SQL, async processing, security, observability, cloud, and testing.",
"sub_role": {
"confidence": 0.99,
"display_name": ".NET Backend Developer",
"reasoning": "The JD is explicitly centered on C# and .NET Framework/.NET 6/7/8 backend engineering, which directly matches the .NET child role.",
"role_id": 83,
"slug": "dotnet-backend-developer"
}
},
"stage5_updates": {
"centroid_n_after": 1068,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 15930,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "OWASP",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 15931,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "NLog",
"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
{}
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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