← Back to history

Pipeline run

374cdbf0-6281-4174-850a-d9ad9f32b1e8

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: 2026-05-27T17:15:53.596830Z Updated: 2026-05-27T17:15:53.596830Z
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

Description: The role sought is for an Application developer at the Mumbai - India Technology Center. The Mumbai team works with close coordination with larger Global Application Development team based in North America. • As a developer you will participate in application design and development. • Participate in design and code reviews, incorporate security requirements into design, and provide input to information/data flow. • Comply with project life cycle methodology and adhere to IT control policies and guidelines. • Incorporate corporate architectural standards into application design specifications. • Identify applicable system platform, components, dependencies, document application specifications. • Analyze performance issues and resolution recommendations • Provide uniform integration into legacy systems. • Analyze performance issues and resolution recommendations The individual will need to be very flexible with ability to react quickly to changing business needs. Qualifications • 5-8 years of overall IT Experience  • Core Skills - Strong Object orientation Concepts - Must be good in Java/J2EE hands on - Exposure to web services (Rest/Soap), concepts and implementation - Good hands on experience in Spring Core, MVC, Spring JDBC - Exposure to UI frameworks like Angular V2/V4 or ReactJS - Should have knowledge of PL/SQL, ORM (MyBatis/Hibernate) and basic Linux/UNIX - Hands-on experience on Eclipse/IntelliJ, JUnits, Maven, BitBucket/GIT, and JIRA - Should be an Agile Practitioner - Preference for knowledge on Cloud, CI/CD (Jenkins/Sonar), Test Automation (TDD/BDD) experience - Take ownership of business-critical and complex applications - Good Problem Solving & Analytical skill • Desired: - Amazon Web Services / Cloud Foundry - Spring Boot, Spring Cloud • Other - BFSI (Banking Finance Service and Insurance) domain experience preferred - Should be able to translate business requirements into high level design, detail technical design and implementation. - Identify technical improvements, Process Improvements, innovative solutions and suggest • Soft Skills - Excellent written and verbal communication skills - Proactively identify and communicate issues leveraging standard monitoring and alerting tools, and work to resolve issues liaising with 3rd party resolver teams as necessary. - A good listener and should articulate ideas in writing and verbally to any audience in a way where these are understood and achieve the goals intended with that communication - Have ability to work effectively with teams/people having different skill sets, personalities, work styles, or motivation level - Readiness to work 12:00 PM to 9:00 PM IST to provide for overlap with US teams • Process & Management - Maintain documentation on issues, corrective actions in-line with best practice to ensure knowledge accessibility and continuous learning within team - Look to proactively develop operate knowledge and skills by sharing experiences and attending relevant training - Proactively improve support services by building upon best practice and tools - Awareness of industry standard SDLC processes for quality management - Knowledge of software estimation techniques JPMorgan Chase & Co. is an equal opportunity employer and affirmative action employer Disability/VeteranJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.   We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as any mental health or physical disability needs.

Library artifacts (this run)

No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
  "final_skills": [],
  "jd_role": {
    "display_name": "Description: The role sought is for an Application developer at the Mumbai - India Technology Center. The Mumbai team works with close coordination with larger Global Application Development team based in North America. \u2022 As a developer you will participate in application design and development. \u2022 Participate in design and code reviews, incorporate security requirements into design, and provide input to information/data flow. \u2022 Comply with project life cycle methodology and adhere to IT control policies and guidelines. \u2022 Incorporate corporate architectural standards into application design specifications. \u2022 Identify applicable system platform, components, dependencies, document application specifications. \u2022 Analyze performance issues and resolution recommendations \u2022 Provide uniform integration into legacy systems. \u2022 Analyze performance issues and resolution recommendations The individual will need to be very flexible with ability to react quickly to changing business needs. Qualifications \u2022 5-8 years of overall IT Experience  \u2022 Core Skills - Strong Object orientation Concepts - Must be good in Java/J2EE hands on - Exposure to web services (Rest/Soap), concepts and implementation - Good hands on experience in Spring Core, MVC, Spring JDBC - Exposure to UI frameworks like Angular V2/V4 or ReactJS - Should have knowledge of PL/SQL, ORM (MyBatis/Hibernate) and basic Linux/UNIX - Hands-on experience on Eclipse/IntelliJ, JUnits, Maven, BitBucket/GIT, and JIRA - Should be an Agile Practitioner - Preference for knowledge on Cloud, CI/CD (Jenkins/Sonar), Test Automation (TDD/BDD) experience - Take ownership of business-critical and complex applications - Good Problem Solving \u0026 Analytical skill \u2022 Desired: - Amazon Web Services / Cloud Foundry - Spring Boot, Spring Cloud \u2022 Other - BFSI (Banking Finance Service and Insurance) domain experience preferred - Should be able to translate business requirements into high level design, detail technical design and implementation. - Identify technical improvements, Process Improvements, innovative solutions and suggest \u2022 Soft Skills - Excellent written and verbal communication skills - Proactively identify and communicate issues leveraging standard monitoring and alerting tools, and work to resolve issues liaising with 3rd party resolver teams as necessary. - A good listener and should articulate ideas in writing and verbally to any audience in a way where these are understood and achieve the goals intended with that communication - Have ability to work effectively with teams/people having different skill sets, personalities, work styles, or motivation level - Readiness to work 12:00 PM to 9:00 PM IST to provide for overlap with US teams \u2022 Process \u0026 Management - Maintain documentation on issues, corrective actions in-line with best practice to ensure knowledge accessibility and continuous learning within team - Look to proactively develop operate knowledge and skills by sharing experiences and attending relevant training - Proactively improve support services by building upon best practice and tools - Awareness of industry standard SDLC processes for quality management - Knowledge of software estimation techniques JPMorgan Chase \u0026 Co. is an equal opportunity employer and affirmative action employer Disability/VeteranJPMorgan Chase \u0026 Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world\u0027s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.   We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants\u0027 and employees\u0027 religious practices and beliefs, as well as any mental health or physical disability needs.",
    "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
{}