Pipeline run
79d243b1-2cc4-4999-8572-6b1e046211d0
Pipeline LLM cost (USD)
API 1: $0.0096
API 2: $0.0000
API 3: $0.0000
Total: $0.0096
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
· End-to-end feature delivery
Build and support enterprise web apps across Java/Spring Boot microservices and React UI, handling SDLC from design and coding to testing, release, and production support while coordinating Agile teams, CI/DevSecOps, and junior developers.
""Executing full software development life cycle (SDLC) – concept, design, build, deploy, test, release and support.""
Tech stack maturity
Mainstream Modern
The stack centers on widely adopted modern web and backend technologies like React, TypeScript, Spring Boot, GraphQL, and microservices, which align with mainstream modern development practices rather than bleeding-edge or legacy systems.
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 (16)
Java
Spring Boot
Microservices
React
REST
GraphQL
Git
HTML
CSS
JavaScript
TypeScript
Continuous Integration
DevSecOps
Agile
DOM
SSDLC
Skill cluster (6 dimension groups, role-scoped)
Programming Languages
Java
JavaScript
TypeScript
API Design and Contracts
REST
GraphQL
CSS Architecture and Styling
CSS
UI Frameworks and Rendering
React
Web Application Frameworks
Spring Boot
Cross-cutting / unaligned
Microservices
Git
HTML
Continuous Integration
DevSecOps
Agile
DOM
SSDLC
Show KRA description ↓
The work you'll be doing is to support mission and business-critical applications within Verizon. You will be enhancing the customer experience and building world class solutions.
• Designing, developing and maintaining applications and databases by evaluating client needs, analyzing requirements and developing software systems.
• Working with the other Agile Teams and Platform teams to ensure the near neighbour testing and adhering to the coding standards
• Testing and coordinating all user interfaces changes of Responsive Web Design.
• Executing full software development life cycle (SDLC) – concept, design, build, deploy, test, release and support.
• Ensuring application development sprint cycle is on track and adjusting the plan to meet release timelines.
• Acting independently, at the same time displaying excellent collaboration within and between various teams.
• Understanding the domain knowledge and adapting to an agile environment.
• Building reusable code and libraries for future use in front end and back end technologies.
• Mentoring junior developers in the team and leading them to deliver on projects.
You are curious about new technologies and the possibilities they create. You enjoy the challenge of supporting applications while exploring ways to improve upon the technology. You are driven and motivated, with strong communication and analytical skills. You will work with multiple stakeholders within wireless teams to understand and deliver the requirements and design.
• Bachelor's degree and Three or more years of work experience.
• Three or more years of Experience in Full Stack Developer (Java, Springboot , Microservices, React Js , REST API, Graphql).
• Experience in designing and implementing Microservices
• Experience in SCM Tools like GIT.
• Two or more years of Experience in HTML, CSS, java scripting.
• Experience in implementing Object Oriented Web Programming and exposure to TypeScript, JavaScript, including DOM manipulation and the object models.
• Experience in creating configuration, build, and test scripts for Continuous Integration environments.
• Experience in DevSecOps methodology, tools, techniques, and mindset.
• Experience in Agile methodologies and SSDLC implementation.
• Experience in working on Large Scale Enterprise applications.
Signals
Skill
fullstack-developer
0.57
Alias
full-stack-engineer
1.00
KRA
full-stack-engineer
0.56
Post-classification
Centroidupdated · n=470
Alias collision log—
New-role queue—
New skills captured4
New KRA captured—
Captured for admin review
DOM
↔
Fullstack Developer
pending
Continuous Integration
primary
↔
Fullstack Developer
pending
DevSecOps
primary
↔
Fullstack Developer
pending
SSDLC
↔
Fullstack Developer
pending
Status:
extract_from_jd_done
Created: 2026-05-27T15:29:38.032979Z
Updated: 2026-06-12T16:21:35.341849Z
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
When you join Verizon You want more out of a career. A place to share your ideas freely — even if they’re daring or different. Where the true you can learn, grow, and thrive. At Verizon, we power and empower how people live, work and play by connecting them to what brings them joy. We do what we love — driving innovation, creativity, and impact in the world. Our V Team is a community of people who anticipate, lead, and believe that listening is where learning begins. In crisis and in celebration, we come together — lifting our communities and building trust in how we show up, everywhere & always. Want in? Join the V Team Life. What You’ll Be Doing... The work you'll be doing is to support mission and business-critical applications within Verizon. You will be enhancing the customer experience and building world class solutions. • Designing, developing and maintaining applications and databases by evaluating client needs, analyzing requirements and developing software systems. • Working with the other Agile Teams and Platform teams to ensure the near neighbour testing and adhering to the coding standards • Testing and coordinating all user interfaces changes of Responsive Web Design. • Executing full software development life cycle (SDLC) – concept, design, build, deploy, test, release and support. • Ensuring application development sprint cycle is on track and adjusting the plan to meet release timelines. • Acting independently, at the same time displaying excellent collaboration within and between various teams. • Understanding the domain knowledge and adapting to an agile environment. • Building reusable code and libraries for future use in front end and back end technologies. • Mentoring junior developers in the team and leading them to deliver on projects. Where you'll be working... In this hybrid role, you'll have a defined work location that includes work from home and assigned office days set by your manager. What We’re Looking For... You are curious about new technologies and the possibilities they create. You enjoy the challenge of supporting applications while exploring ways to improve upon the technology. You are driven and motivated, with strong communication and analytical skills. You will work with multiple stakeholders within wireless teams to understand and deliver the requirements and design. You’ll Need To Have • Bachelor's degree and Three or more years of work experience. • Three or more years of Experience in Full Stack Developer (Java, Springboot , Microservices, React Js , REST API, Graphql). • Experience in designing and implementing Microservices • Experience in SCM Tools like GIT. • Two or more years of Experience in HTML, CSS, java scripting. • Experience in implementing Object Oriented Web Programming and exposure to TypeScript, JavaScript, including DOM manipulation and the object models. • Experience in creating configuration, build, and test scripts for Continuous Integration environments. • Experience in DevSecOps methodology, tools, techniques, and mindset. Even better if you have one or more of the following: • Experience in Agile methodologies and SSDLC implementation. • Experience in working on Large Scale Enterprise applications. If Verizon and this role sound like a fit for you, we encourage you to apply even if you don’t meet every “even better” qualification listed above. Where you’ll be working In this hybrid role, you'll have a defined work location that includes work from home and assigned office days set by your manager. Scheduled Weekly Hours 40 Diversity and Inclusion We’re proud to be an equal opportunity employer. At Verizon, we know that diversity makes us stronger. We are committed to a collaborative, inclusive environment that encourages authenticity and fosters a sense of belonging. We strive for everyone to feel valued, connected, and empowered to reach their potential and contribute their best. Check out our diversity and inclusion page to learn more.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Java
Primary
No API 2 row (run stopped after API 1 or history missing)
Spring Boot
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)
React
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)
GraphQL
Primary
No API 2 row (run stopped after API 1 or history missing)
Git
Primary
No API 2 row (run stopped after API 1 or history missing)
HTML
Primary
No API 2 row (run stopped after API 1 or history missing)
CSS
Primary
No API 2 row (run stopped after API 1 or history missing)
JavaScript
Primary
No API 2 row (run stopped after API 1 or history missing)
TypeScript
Primary
No API 2 row (run stopped after API 1 or history missing)
DOM
Secondary
No API 2 row (run stopped after API 1 or history missing)
Continuous Integration
Primary
No API 2 row (run stopped after API 1 or history missing)
DevSecOps
Primary
No API 2 row (run stopped after API 1 or history missing)
Agile
Primary
No API 2 row (run stopped after API 1 or history missing)
SSDLC
Secondary
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
RoleFull Stack Developer
CompanyVerizon
ExperienceThree or more years of work experience.
DomainIT Services & Consulting
Location
—
(hybrid)
JD type
pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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"microservices"
],
"role_id": 82,
"score": 0.4286,
"slug": "node-backend-developer",
"total_count": 14
},
{
"display_name": "Engineering Manager",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"Agile",
"Java",
"JavaScript",
"REST",
"React",
"Spring Boot"
],
"role_id": 121,
"score": 0.4286,
"slug": "engineering-manager",
"total_count": 14
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.98,
"slug": "full-stack-engineer",
"total_count": null
},
"confidence": 0.98,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Full Stack Application Development",
"Microservices Architecture",
"Responsive Web UI Development",
"SDLC Execution",
"Agile Delivery",
"CI/CD and DevSecOps",
"Enterprise Application Support",
"Technical Mentoring"
],
"matched_kras": [
"Designing, developing and maintaining applications and databases",
"Testing and coordinating all user interfaces changes",
"Executing full software development life cycle (SDLC)",
"Ensuring application development sprint cycle is on track",
"Building reusable code and libraries for future use",
"Mentoring junior developers in the team"
],
"matched_skills": [
"Java",
"Springboot",
"Microservices",
"React Js",
"REST API",
"Graphql",
"GIT",
"HTML",
"CSS",
"java scripting",
"TypeScript",
"JavaScript",
"DOM manipulation",
"Continuous Integration",
"DevSecOps"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering; The JD clearly describes end-to-end development across frontend and backend technologies with Java, Spring Boot, microservices, and React, which best matches a Fullstack Developer role.",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 470,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": false,
"queue_id": 14734,
"role_display_name": "Fullstack Developer",
"role_slug": "full-stack-engineer",
"skill_name": "DOM",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 14735,
"role_display_name": "Fullstack Developer",
"role_slug": "full-stack-engineer",
"skill_name": "Continuous Integration",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 14736,
"role_display_name": "Fullstack Developer",
"role_slug": "full-stack-engineer",
"skill_name": "DevSecOps",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 14737,
"role_display_name": "Fullstack Developer",
"role_slug": "full-stack-engineer",
"skill_name": "SSDLC",
"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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