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Pipeline run

5288d667-fa43-4e3f-bbf5-1d9ddc2beb4c

Pipeline LLM cost (USD)

API 1: $0.0042 API 2: $0.0000 API 3: $0.0000 Total: $0.0042

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description

Nature of work

—

no_db_connection

Tech stack maturity

Mainstream Modern

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 (13)

Java Spring Boot Microservices REST Oracle Database Apache Kafka Splunk Dynatrace Kibana Git Maven CI/CD Kafka Streams

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Show KRA description ↓

• Design, develop, and maintain scalable Java 17, Spring Boot, and Microservices-based applications. • Build and support secure REST APIs, while working with Kafka for event-driven and real-time data processing. • Monitor, troubleshoot, and optimize applications using Splunk, Dynatrace, Kibana, or similar monitoring tools. • Participate in CI/CD, production support, incident management, root cause analysis (RCA), and performance tuning. • Collaborate with cross-functional teams to deliver high-quality software while supporting BAU, DR activities, and production releases. • 8–12 years of experience in Java Backend Development. • Hands-on expertise in Java 17, Spring Boot, Microservices, REST APIs, and Apache Kafka. • Experience with Git, Maven, CI/CD pipelines, and application monitoring tools. • Strong troubleshooting, production support, and performance tuning experience. • Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.

Status: jd_deconstruction_v4_done Created: 2026-09-10T00:48:44.063145Z Updated: 2026-09-14T09:03:09.823760Z Run duration: 18114 ms

Flow v4 catalog deconstruction skill_library_v4

1 LLM mention extraction + deterministic catalog sweep

2 Six-layer resolution cascade (exact → alias → fuzzy → embedding → judge → AI-prediction lane)

3 Table-lookup layering: dim_members → role_dim_map tiers, served verbatim

Role Chosen role & resolution

Java Backend Developer

in_db name family · backend-developer

slug: java-backend-developer · role_id: 1e74d199-00f8-52cb-9b1d-34d455dd2f62 · catalog: skill_library_v4 (tiers served verbatim from role_dim_map)

The role is for a Senior Java Backend Developer with 8-12 years of experience, focused on building and maintaining enterprise-grade applications using Java 17, Spring Boot, Microservices, and Kafka. The position requires strong expertise in developing secure REST APIs and utilizing monitoring tools like Splunk and Dynatrace, along with experience in production support and performance tuning. The employer is a leading global technology organization in the Banking and Financial Services domain, offering opportunities to work on mission-critical applications.

Job description

Job description
Senior Java Backend Developer – 8–12 Years | Bengaluru-Chennai-Hyderabad

Hiring an experienced Java Backend Developer with strong expertise in Java 17, Spring Boot, Microservices, Kafka, and Monitoring Tools. This is an excellent opportunity to build and support enterprise-grade, high-availability applications in a fast-paced production environment.

Location: Bengaluru / Chennai / Hyderabad

Your Future Employer: A leading global technology organization delivering mission-critical enterprise applications and digital transformation solutions for the Banking & Financial Services domain.

Responsibilities:
• Design, develop, and maintain scalable Java 17, Spring Boot, and Microservices-based applications.
• Build and support secure REST APIs, while working with Kafka for event-driven and real-time data processing.
• Monitor, troubleshoot, and optimize applications using Splunk, Dynatrace, Kibana, or similar monitoring tools.
• Participate in CI/CD, production support, incident management, root cause analysis (RCA), and performance tuning.
• Collaborate with cross-functional teams to deliver high-quality software while supporting BAU, DR activities, and production releases.

Requirements:
• 8–12 years of experience in Java Backend Development.
• Hands-on expertise in Java 17, Spring Boot, Microservices, REST APIs, and Apache Kafka.
• Experience with Git, Maven, CI/CD pipelines, and application monitoring tools.
• Strong troubleshooting, production support, and performance tuning experience.
• Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.

What is in it for you:
• Opportunity to work on enterprise-scale, mission-critical banking applications.
• Exposure to modern Java technologies, cloud platforms, and event-driven architectures.
• Excellent learning opportunities and long-term career growth.

Reach Us: If you think this role aligns with your career aspirations, kindly share your updated CV at diksha.kirad@crescendogroup.in for a confidential discussion.

Disclaimer: Crescendo Global specializes in Senior to C-level niche recruitment. We are committed to connecting exceptional talent with leading organizations. We are an equal opportunity employer and do not discriminate based on race, religion, gender, age, disability, or any other protected status.

Note: Due to the high volume of applications, only shortlisted candidates will be contacted within one week. Crescendo Global never asks candidates for money or payments during the hiring process. Please stay alert and verify all opportunities through our official website.

Profile Keywords: Java Developer, Java Backend Developer, Java 17, Spring Boot, Microservices, REST API, Apache Kafka, Kafka Streams, Splunk, Dynatrace, Kibana, Oracle DB, CI/CD, Git, Maven, Production Support, Incident Management, Performance Tuning, Banking Technology, Bengaluru Jobs, Chennai Jobs, Hyderabad Jobs, Crescendo Global.

Skills from this JD

L0–L3 tiers come verbatim from the role's role_dim_map; violet AI GENERATED chips are AI-prediction-lane skills pending review in the queue.

L0 · Anchor 2 skill(s)

Java Programming Languages mission is 'services on the JVM' - the role cannot exist without JVM language mastery (owns_1).

Spring Boot Backend Frameworks owns_1 (service and API implementation) is inseparable from the framework layer where services are built.

L1 · Primary 3 skill(s)

Microservices Software Design & Architecture senior band 'designs service boundaries' - design work is daily output at target seniority.

REST API Design & Protocols owns_1 names API design; daily output is API contracts and their protocol implementations.

Oracle Database Relational Databases owns_2 (data model and persistence) - daily output is produced against relational stores.

L2 · Environment 5 skill(s)

Apache Kafka Message Brokers owns_4 produces/consumes events; the broker technology is native to Data Engineering (collaborates_2).

Splunk Observability & Monitoring collaborates_3 - instruments own services against standards owned by SRE.

Dynatrace Observability & Monitoring collaborates_3 - instruments own services against standards owned by SRE.

Kibana Observability & Monitoring collaborates_3 - instruments own services against standards owned by SRE.

Kafka Streams Message Brokers owns_4 produces/consumes events; the broker technology is native to Data Engineering (collaborates_2).

L3 · Hygiene 3 skill(s)

Git Version Control universal baseline practice; zero differentiation.

Maven Build & Dependency Tools every JVM engineer uses a build tool; presence differentiates no one at any band.

CI/CD CI/CD & Delivery expected of every engineer at target seniority; differentiates almost no candidates.

Secondary nice-to-have · not a drop-order layer

AWS jd_preferred

This skill is in Secondary as the JD says "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage." - the JD marks it as "an advantage" rather than required.

Disaster Recovery out_of_role_scope

This skill is in Secondary as the JD says "• Collaborate with cross-functional teams to deliver high-quality software while supporting BAU, DR activities, and production releases." - it's a recognized skill, but it sits outside the Java Backend Developer role's core dimensions.

Google Cloud Platform jd_preferred

Microsoft Azure jd_preferred

OCP AI GENERATED not_in_catalog

This skill is in Secondary as the JD says "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage." - it isn't in this role's skill catalog yet, so it's tracked for review.

Consider adding canon exemplars the JD missed

Quarkus — Backend Frameworks (L0)

Groovy — Programming Languages (L0)

gRPC — API Design & Protocols (L1)

VisualVM — JVM Runtime & Performance (L1)

MyBatis — ORM & Data Access (L1)

PostgreSQL — Relational Databases (L1)

Library artifacts (this run)

No artifact rows for this run.

nano JD Parser — gpt-4.1-nano click to toggle

RoleSenior Java Backend Developer

CompanyCrescendo Global

Experience8–12 years of experience in Java Backend Development

DomainBanking

Location Bengaluru, India (null)

JD type pass

Show raw JSON

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  "ai_kras": [],
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        "last_5_words": "supporting BAU, DR activities, and production releases."
      },
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      "word_count": 66
    }
  ],
  "urls": [
    {
      "type": "website",
      "url": "https://www.crescendogroup.in"
    }
  ]
}

API 1 — extract-from-jd click to toggle

{
  "catalog": "v4",
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      "dimension": "Backend Frameworks",
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      "skill": "MyBatis",
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    {
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        "word_count": 66
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    ],
    "urls": [
      {
        "type": "website",
        "url": "https://www.crescendogroup.in"
      }
    ]
  },
  "pipeline": "v4",
  "rejected": false,
  "rejection_code": null,
  "rejection_reason": null,
  "role": {
    "canonical_name": "Java Backend Developer",
    "family": "backend-developer",
    "match_method": "name",
    "resolution": "in_db",
    "role_id": "1e74d199-00f8-52cb-9b1d-34d455dd2f62",
    "similarity": null,
    "slug": "java-backend-developer"
  },
  "role_coverage": [
    {
      "is_jd_role": true,
      "name": "Java Backend Developer",
      "pct": 0.56,
      "role": "java-backend-developer",
      "share": 100.0
    }
  ],
  "run_id": "jdv4-9bccb055a6e0",
  "secondary_meta": [
    {
      "audit_reasoning": "This skill is in Secondary as the JD says \"Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.\" - the JD marks it as \"an advantage\" rather than required.",
      "jd_quote": "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.",
      "provenance": "listed",
      "reason_code": "jd_preferred",
      "skill": "AWS"
    },
    {
      "audit_reasoning": "This skill is in Secondary as the JD says \"\u2022 Collaborate with cross-functional teams to deliver high-quality software while supporting BAU, DR activities, and production releases.\" - it\u0027s a recognized skill, but it sits outside the Java Backend Developer role\u0027s core dimensions.",
      "jd_quote": "\u2022 Collaborate with cross-functional teams to deliver high-quality software while supporting BAU, DR activities, and production releases.",
      "provenance": "listed",
      "reason_code": "out_of_role_scope",
      "skill": "Disaster Recovery"
    },
    {
      "audit_reasoning": "This skill is in Secondary as the JD says \"Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.\" - the JD marks it as \"an advantage\" rather than required.",
      "jd_quote": "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.",
      "provenance": "listed",
      "reason_code": "jd_preferred",
      "skill": "Google Cloud Platform"
    },
    {
      "audit_reasoning": "This skill is in Secondary as the JD says \"Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.\" - the JD marks it as \"an advantage\" rather than required.",
      "jd_quote": "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.",
      "provenance": "listed",
      "reason_code": "jd_preferred",
      "skill": "Microsoft Azure"
    },
    {
      "audit_reasoning": "This skill is in Secondary as the JD says \"Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.\" - it isn\u0027t in this role\u0027s skill catalog yet, so it\u0027s tracked for review.",
      "jd_quote": "Exposure to Oracle DB, cloud platforms (AWS/Azure/GCP/OCP), and Banking/Payments domain will be an added advantage.",
      "origin": "ai_predicted",
      "provenance": "listed",
      "reason_code": "not_in_catalog",
      "skill": "OCP"
    }
  ],
  "secondary_skills": [
    "AWS",
    "Disaster Recovery",
    "Google Cloud Platform",
    "Microsoft Azure",
    "OCP"
  ],
  "skill_clusters": [],
  "skill_layers": [
    {
      "label": "Anchor",
      "layer": "L0",
      "skills": [
        {
          "dimension": {
            "display_name": "Programming Languages",
            "slug": "programming-languages"
          },
          "name": "Java",
          "origin": "catalog",
          "rationale": "mission is \u0027services on the JVM\u0027 - the role cannot exist without JVM language mastery (owns_1)."
        },
        {
          "dimension": {
            "display_name": "Backend Frameworks",
            "slug": "backend-frameworks"
          },
          "name": "Spring Boot",
          "origin": "catalog",
          "rationale": "owns_1 (service and API implementation) is inseparable from the framework layer where services are built."
        }
      ]
    },
    {
      "label": "Primary",
      "layer": "L1",
      "skills": [
        {
          "dimension": {
            "display_name": "Software Design \u0026 Architecture",
            "slug": "software-design-architecture"
          },
          "name": "Microservices",
          "origin": "catalog",
          "rationale": "senior band \u0027designs service boundaries\u0027 - design work is daily output at target seniority."
        },
        {
          "dimension": {
            "display_name": "API Design \u0026 Protocols",
            "slug": "api-design-protocols"
          },
          "name": "REST",
          "origin": "catalog",
          "rationale": "owns_1 names API design; daily output is API contracts and their protocol implementations."
        },
        {
          "dimension": {
            "display_name": "Relational Databases",
            "slug": "relational-databases"
          },
          "name": "Oracle Database",
          "origin": "catalog",
          "rationale": "owns_2 (data model and persistence) - daily output is produced against relational stores."
        }
      ]
    },
    {
      "label": "Environment",
      "layer": "L2",
      "skills": [
        {
          "dimension": {
            "display_name": "Message Brokers",
            "slug": "message-brokers"
          },
          "name": "Apache Kafka",
          "origin": "catalog",
          "rationale": "owns_4 produces/consumes events; the broker technology is native to Data Engineering (collaborates_2)."
        },
        {
          "dimension": {
            "display_name": "Observability \u0026 Monitoring",
            "slug": "observability-monitoring"
          },
          "name": "Splunk",
          "origin": "catalog",
          "rationale": "collaborates_3 - instruments own services against standards owned by SRE."
        },
        {
          "dimension": {
            "display_name": "Observability \u0026 Monitoring",
            "slug": "observability-monitoring"
          },
          "name": "Dynatrace",
          "origin": "catalog",
          "rationale": "collaborates_3 - instruments own services against standards owned by SRE."
        },
        {
          "dimension": {
            "display_name": "Observability \u0026 Monitoring",
            "slug": "observability-monitoring"
          },
          "name": "Kibana",
          "origin": "catalog",
          "rationale": "collaborates_3 - instruments own services against standards owned by SRE."
        },
        {
          "dimension": {
            "display_name": "Message Brokers",
            "slug": "message-brokers"
          },
          "name": "Kafka Streams",
          "origin": "catalog",
          "rationale": "owns_4 produces/consumes events; the broker technology is native to Data Engineering (collaborates_2)."
        }
      ]
    },
    {
      "label": "Hygiene",
      "layer": "L3",
      "skills": [
        {
          "dimension": {
            "display_name": "Version Control",
            "slug": "version-control"
          },
          "name": "Git",
          "origin": "catalog",
          "rationale": "universal baseline practice; zero differentiation."
        },
        {
          "dimension": {
            "display_name": "Build \u0026 Dependency Tools",
            "slug": "build-dependency-tools"
          },
          "name": "Maven",
          "origin": "catalog",
          "rationale": "every JVM engineer uses a build tool; presence differentiates no one at any band."
        },
        {
          "dimension": {
            "display_name": "CI/CD \u0026 Delivery",
            "slug": "ci-cd-delivery"
          },
          "name": "CI/CD",
          "origin": "catalog",
          "rationale": "expected of every engineer at target seniority; differentiates almost no candidates."
        }
      ]
    }
  ],
  "unmapped_skills": []
}

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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