Pipeline run
3da95f6d-5ee4-4fe5-b33f-42241be3d95b
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
—
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)
Skill cluster (0 dimension groups, role-scoped)
Status:
extract_from_jd_done
Created: 2026-05-27T14:16:58.746180Z
Updated: 2026-05-27T14:16:58.746180Z
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
We are looking for a senior developer to proactively lead or support software engineering activities that create deliverables guiding the direction, development, and delivery of software solutions around Go and Java applications. The right candidate for this role must be capable of building applications using modern event streaming architectures, should be hands on in Go and Java Frameworks, microservices (Java, Spring Boot API development, REST, Mockito), and Azure Cloud. They should also provide leadership, facilitation, analysis, and design tasks required to deliver critical business solutions as well as develop target-state guidance (i. e., reusable standards, design patterns, guidelines, individual parts, and configurations) to evolve the organization's development process. Minimum Qualifications 5+ years of successful and applicable hands-on experience in software or infrastructure development domain and principles, including design patterns and code structure 5+ years of... a proven track record of designing and delivering large scale, high-quality systems 5+ years of successful and applicable experience taking a lead role in building complex software and automation systems that has been successfully delivered to customers Strong knowledge of industry trends and industry competition Proven ability to think and contribute at the strategic level Demonstrated written, oral and, presentation / public speaking communication skills Understanding of network and security architecture Deep knowledge in a minimum of two of the following technical disciplines : infrastructure and network design, application development, application programming interfaces (APIs), cloud, middleware, servers and storage, database management, and operations Key Responsibilities Develop a high-quality codebase, lead design discussions, execute development against design, and navigate complex codebase. Lead the development implementation of technology strategy within a defined set of teams. Executes against defined technology roadmap to support. Project portfolio and business strategy. Oversee the implementation of enterprise standards across domains : operations, infrastructure, data, applications, development, security & risk, and business continuance. Provide technical leadership to ensure clarity between ongoing projects and the strategic objectives of the company. Drive digital innovation by leveraging innovative new technologies and approaches to renovate, extend, and, transform the existing core technology base and IT estate Implement high-level migration plans to address the gaps between the current and future state, typically in sync with the budgeting or other capital planning processes. Present opportunities with cost / benefit analysis to leadership to shape sound architectural decisions. Lead the analysis of the technology environment to detect critical deficiencies and recommend solutions for improvement. Mentor team members in software development principles, patterns, processes and, practices. Promote the capture and reuse of intellectual capital, including code objects and components. Draft and review architectural diagrams, interface specifications, class structures and, other design documents. Must be able to perform the essential job functions of this position with or without reasonable accommodation Develop a high-quality codebase, lead design discussions, execute development against design, and navigate complex codebase. Skills : problem solving,docker containers,go,golang,qa methodologies,nosql databases,nosql database schemas,collaboration,rest-based apis,agile,apis,aws,rest api,software industry,verbal and written communications,microservices,mockito,springboot java, This job is provided by Shine.com
Library artifacts (this run)
No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
"final_skills": [],
"jd_role": {
"display_name": "We are looking for a senior developer to proactively lead or support software engineering activities that create deliverables guiding the direction, development, and delivery of software solutions around Go and Java applications. The right candidate for this role must be capable of building applications using modern event streaming architectures, should be hands on in Go and Java Frameworks, microservices (Java, Spring Boot API development, REST, Mockito), and Azure Cloud. They should also provide leadership, facilitation, analysis, and design tasks required to deliver critical business solutions as well as develop target-state guidance (i. e., reusable standards, design patterns, guidelines, individual parts, and configurations) to evolve the organization\u0027s development process. Minimum Qualifications 5+ years of successful and applicable hands-on experience in software or infrastructure development domain and principles, including design patterns and code structure 5+ years of... a proven track record of designing and delivering large scale, high-quality systems 5+ years of successful and applicable experience taking a lead role in building complex software and automation systems that has been successfully delivered to customers Strong knowledge of industry trends and industry competition Proven ability to think and contribute at the strategic level Demonstrated written, oral and, presentation / public speaking communication skills Understanding of network and security architecture Deep knowledge in a minimum of two of the following technical disciplines : infrastructure and network design, application development, application programming interfaces (APIs), cloud, middleware, servers and storage, database management, and operations Key Responsibilities Develop a high-quality codebase, lead design discussions, execute development against design, and navigate complex codebase. Lead the development implementation of technology strategy within a defined set of teams. Executes against defined technology roadmap to support. Project portfolio and business strategy. Oversee the implementation of enterprise standards across domains : operations, infrastructure, data, applications, development, security \u0026 risk, and business continuance. Provide technical leadership to ensure clarity between ongoing projects and the strategic objectives of the company. Drive digital innovation by leveraging innovative new technologies and approaches to renovate, extend, and, transform the existing core technology base and IT estate Implement high-level migration plans to address the gaps between the current and future state, typically in sync with the budgeting or other capital planning processes. Present opportunities with cost / benefit analysis to leadership to shape sound architectural decisions. Lead the analysis of the technology environment to detect critical deficiencies and recommend solutions for improvement. Mentor team members in software development principles, patterns, processes and, practices. Promote the capture and reuse of intellectual capital, including code objects and components. Draft and review architectural diagrams, interface specifications, class structures and, other design documents. Must be able to perform the essential job functions of this position with or without reasonable accommodation Develop a high-quality codebase, lead design discussions, execute development against design, and navigate complex codebase. Skills : problem solving,docker containers,go,golang,qa methodologies,nosql databases,nosql database schemas,collaboration,rest-based apis,agile,apis,aws,rest api,software industry,verbal and written communications,microservices,mockito,springboot java,",
"rationale": "JD body too sparse: 6 words, 0 tech-marker hits \u2014 needs more detail (\u003e=80 words or \u003e=2 tech markers) for confident classification",
"role_aliases": [],
"role_archetype": "Other",
"slug": ""
},
"nano_parsed": null,
"rejected": true,
"rejection_reason": "Sparse JD: JD body too sparse: 6 words, 0 tech-marker hits \u2014 needs more detail (\u003e=80 words or \u003e=2 tech markers) for confident classification",
"run_id": null,
"stage3_signals": null,
"stage4_decision": null,
"stage5_updates": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}
LLM Calls
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