Pipeline run
6d4c6f63-ef34-4f00-a629-b25480f207e1
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: 2026-05-27T15:37:08.920026Z
Updated: 2026-06-12T16:11:16.444925Z
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 DESCRIPTION Overview We seek a highly skilled and experienced Senior Java Developer to join our development team. The ideal candidate should have a minimum of 5 years of experience in Java development, with a strong focus on backend development. As a Senior Java Developer, you will play a key role in designing, developing, and maintaining our enterprise-level applications. The candidate will engage with product management, and provide technical leadership to a team of engineers for the implementation and roll-out of various modules. The ideal person for this role will be passionate about shipping elegant, innovative, and scalable products. Responsibilities Design, develop, and implement high-quality, scalable, and maintainable Java applications and services. Collaborate with cross-functional teams to gather requirements and translate them into technical specifications. Participate in the entire software development lifecycle, including planning, coding, testing, and... deployment. Write clean, efficient, and well-documented code following best practices and coding standards. Troubleshoot and resolve complex issues related to application functionality, performance, and scalability. Conduct code reviews and provide constructive feedback to team members to ensure code quality. Stay up-to-date with industry trends, technologies, and frameworks, and continuously improve technical skills. Mentor and guide junior developers, sharing knowledge and best practices to enhance the overall team's capabilities. Collaborate with stakeholders to understand business requirements and propose innovative solutions. Required Skills Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field. At least 5 years of hands-on experience in Java development, with a strong emphasis on backend development using frameworks such as Spring, Hibernate, or similar. Proficiency in building RESTful web services and APIs. Solid understanding of object-oriented programming principles, design patterns, and software architecture. Experience with database systems like MySQL, PostgreSQL, or Oracle. Strong knowledge of version control systems (e.g., Git) and build tools (e.g., Maven, Gradle). Familiarity with Agile development methodologies and practices. Excellent problem-solving and analytical skills, with strong attention to detail. Ability to work independently as well as collaboratively in a team-oriented environment. Strong communication skills to effectively communicate with technical and non-technical stakeholders. Proven track record of successfully delivering high-quality software projects on time. Preferred: Experience with cloud platforms such as AWS, Azure, or Google Cloud. Familiarity with containerization technologies like Docker and orchestration tools like Kubernetes. Knowledge of front-end technologies like HTML, CSS, and JavaScript frameworks (e.g., React, Angular) is a plus. Experience with performance optimization, scalability, and security best practices in Java applications. Join our dynamic and collaborative team, and contribute to the development of innovative software solutions that solve real-world challenges. Apply your expertise and make an impact on our products and customers. Note: Please provide your portfolio, GitHub profile, or any relevant code samples showcasing your development skills along with your application. ABOUT US Apptware is an IT software platform built by the innovation of several minds passionate and committed to helping technology solution providers (TSPs) realize their success in today's ever-evolving marketplace. Everything we do is tailored toward enabling customer success. That is why we call them partners and not just customers. We are seeking talented colleagues to travel with us on our exciting journey ahead, 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": "JOB DESCRIPTION Overview We seek a highly skilled and experienced Senior Java Developer to join our development team. The ideal candidate should have a minimum of 5 years of experience in Java development, with a strong focus on backend development. As a Senior Java Developer, you will play a key role in designing, developing, and maintaining our enterprise-level applications. The candidate will engage with product management, and provide technical leadership to a team of engineers for the implementation and roll-out of various modules. The ideal person for this role will be passionate about shipping elegant, innovative, and scalable products. Responsibilities Design, develop, and implement high-quality, scalable, and maintainable Java applications and services. Collaborate with cross-functional teams to gather requirements and translate them into technical specifications. Participate in the entire software development lifecycle, including planning, coding, testing, and... deployment. Write clean, efficient, and well-documented code following best practices and coding standards. Troubleshoot and resolve complex issues related to application functionality, performance, and scalability. Conduct code reviews and provide constructive feedback to team members to ensure code quality. Stay up-to-date with industry trends, technologies, and frameworks, and continuously improve technical skills. Mentor and guide junior developers, sharing knowledge and best practices to enhance the overall team\u0027s capabilities. Collaborate with stakeholders to understand business requirements and propose innovative solutions. Required Skills Bachelor\u0027s or Master\u0027s degree in Computer Science, Software Engineering, or a related field. At least 5 years of hands-on experience in Java development, with a strong emphasis on backend development using frameworks such as Spring, Hibernate, or similar. Proficiency in building RESTful web services and APIs. Solid understanding of object-oriented programming principles, design patterns, and software architecture. Experience with database systems like MySQL, PostgreSQL, or Oracle. Strong knowledge of version control systems (e.g., Git) and build tools (e.g., Maven, Gradle). Familiarity with Agile development methodologies and practices. Excellent problem-solving and analytical skills, with strong attention to detail. Ability to work independently as well as collaboratively in a team-oriented environment. Strong communication skills to effectively communicate with technical and non-technical stakeholders. Proven track record of successfully delivering high-quality software projects on time. Preferred: Experience with cloud platforms such as AWS, Azure, or Google Cloud. Familiarity with containerization technologies like Docker and orchestration tools like Kubernetes. Knowledge of front-end technologies like HTML, CSS, and JavaScript frameworks (e.g., React, Angular) is a plus. Experience with performance optimization, scalability, and security best practices in Java applications. Join our dynamic and collaborative team, and contribute to the development of innovative software solutions that solve real-world challenges. Apply your expertise and make an impact on our products and customers. Note: Please provide your portfolio, GitHub profile, or any relevant code samples showcasing your development skills along with your application. ABOUT US Apptware is an IT software platform built by the innovation of several minds passionate and committed to helping technology solution providers (TSPs) realize their success in today\u0027s ever-evolving marketplace. Everything we do is tailored toward enabling customer success. That is why we call them partners and not just customers. We are seeking talented colleagues to travel with us on our exciting journey ahead,",
"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
Every model call made for this run, in pipeline order. Click a card to see the model's response.
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