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Pipeline run

4b752e82-ca0c-4f13-95a8-b9b21a40b64b

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

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
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 (0)
No skills extracted
Skill cluster (0 dimension groups, role-scoped)
No dimension groups computed for this JD.
Status: extract_from_jd_done Created: 2026-05-27T17:15:46.506279Z Updated: 2026-05-27T17:15:46.506279Z
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

Project Description The team is aimed to work on green-field projects using the latest technologies on microservices cloud-based architecture in order to drive business innovation. Projects are found in the most evolving area of the Investment Banking domain - Asset Management. Business is dynamic and it demands fast turn-around deliverables from the development team in quite an agile manner. Responsibilities Role & Responsibilities: • Contributes and identifies and ensures server environments and deployment architecture. • Responsible for overall application health from software, hardware, process, and compliance-related items • Acts as a single point of contact for all application-related issues/queries Good understanding of hardware and software components, servers, code quality, security, etc. • Hands-on development as necessary to fill into coding, scripting, release management, software maintenance, etc. • Ensures development happens for all Software Components in accordance with Detailed Software Requirements specification, the functional design, and the technical design document. • Verifies the developed source code by reviews (4-eyes principle). • Contributes to quality assurance by writing unit and functional tests. Designs components of the application. • Ensures architectural changes (as defined by Architects) are implemented. Provides Level 3 support for technical infrastructure components (i.e., databases, middleware, and user interfaces). • Contributes to problem and root cause analysis. • Integrates software components following the integration strategy. • Verifies integrated software components by unit and integrated software testing according to the software test plan. Software test findings must be resolved. • Ensures that all code changes end up in Change Items (CIs). • Where applicable, develops routines to deploy CIs to the target environments. • Supports the creation of Software Product Training Materials, Software Product User Guides, and Software Product Deployment Instructions. Skills Must have • Overall 10+ years of experience in Core Java • React UI development experience of 3+ years • Microservices engineering, concepts, and patterns 3+ years • Knowledge of various design and architectural patterns • Search engine technologies and tooling (Elasticsearch & Kibana) • Strong Understanding of microservices architecture • Containerization solutions (e.g. Docker, Kubernetes, OpenShift) Write JUnit test cases Building tools (e.g. Maven, Gradle) Version Control (e.g. Git) Continuous Integration systems (e.g. TeamCity, Jenkins) • Be well versed with concepts of references, class instances, methods, objects, constructors, mutable/immutable class concepts, functional interface, ArrayList, linked list, hashmap, the difference between recoverable and non-recoverable exceptions, Inversion Control, design a data structure that supports Insert, Delete, Search in constant time complexity, etc. Nice to have Cloud experience, especially GCP Investment Banking Background Excellent communication skills Languages English: C1 Advanced Seniority Senior

Library artifacts (this run)

No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
  "final_skills": [],
  "jd_role": {
    "display_name": "Project Description The team is aimed to work on green-field projects using the latest technologies on microservices cloud-based architecture in order to drive business innovation. Projects are found in the most evolving area of the Investment Banking domain - Asset Management. Business is dynamic and it demands fast turn-around deliverables from the development team in quite an agile manner. Responsibilities Role \u0026 Responsibilities: \u2022 Contributes and identifies and ensures server environments and deployment architecture. \u2022 Responsible for overall application health from software, hardware, process, and compliance-related items \u2022 Acts as a single point of contact for all application-related issues/queries Good understanding of hardware and software components, servers, code quality, security, etc. \u2022 Hands-on development as necessary to fill into coding, scripting, release management, software maintenance, etc. \u2022 Ensures development happens for all Software Components in accordance with Detailed Software Requirements specification, the functional design, and the technical design document. \u2022 Verifies the developed source code by reviews (4-eyes principle). \u2022 Contributes to quality assurance by writing unit and functional tests. Designs components of the application. \u2022 Ensures architectural changes (as defined by Architects) are implemented. Provides Level 3 support for technical infrastructure components (i.e., databases, middleware, and user interfaces). \u2022 Contributes to problem and root cause analysis. \u2022 Integrates software components following the integration strategy. \u2022 Verifies integrated software components by unit and integrated software testing according to the software test plan. Software test findings must be resolved. \u2022 Ensures that all code changes end up in Change Items (CIs). \u2022 Where applicable, develops routines to deploy CIs to the target environments. \u2022 Supports the creation of Software Product Training Materials, Software Product User Guides, and Software Product Deployment Instructions. Skills Must have \u2022 Overall 10+ years of experience in Core Java \u2022 React UI development experience of 3+ years \u2022 Microservices engineering, concepts, and patterns 3+ years \u2022 Knowledge of various design and architectural patterns \u2022 Search engine technologies and tooling (Elasticsearch \u0026 Kibana) \u2022 Strong Understanding of microservices architecture \u2022 Containerization solutions (e.g. Docker, Kubernetes, OpenShift) Write JUnit test cases Building tools (e.g. Maven, Gradle) Version Control (e.g. Git) Continuous Integration systems (e.g. TeamCity, Jenkins) \u2022 Be well versed with concepts of references, class instances, methods, objects, constructors, mutable/immutable class concepts, functional interface, ArrayList, linked list, hashmap, the difference between recoverable and non-recoverable exceptions, Inversion Control, design a data structure that supports Insert, Delete, Search in constant time complexity, etc. Nice to have Cloud experience, especially GCP Investment Banking Background Excellent communication skills Languages English: C1 Advanced Seniority Senior",
    "rationale": "non-tech title pattern matched (\u0027investment banking\u0027) \u2014 strong",
    "role_aliases": [],
    "role_archetype": "Other",
    "slug": ""
  },
  "nano_parsed": null,
  "rejected": true,
  "rejection_reason": "Non-tech JD: non-tech title pattern matched (\u0027investment banking\u0027) \u2014 strong",
  "run_id": null,
  "stage3_signals": null,
  "stage4_decision": null,
  "stage5_updates": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}