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Pipeline run

25c21bf5-f90d-40fd-b07d-fffb7d1808a3

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: 2026-05-27T17:15:47.631374Z Updated: 2026-05-27T17:15:47.631374Z
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

JPMorgan Chase & Co. (NYSE: JPM) is a leading global financial services firm with assets of $2.6 trillion and operations worldwide. The firm is a leader in investment banking, financial services for consumers and small business, commercial banking, financial transaction processing, and asset management. A component of the Dow Jones Industrial Average, JPMorgan Chase & Co. serves millions of consumers in the United States and many of the worlds most prominent corporate, institutional and government clients under its J.P. Morgan and Chase brands. Information about JPMorgan Chase & Co. is available at www.jpmorganchase.com .  Shared Data Services (SDS) is focused on transforming data management to driving convergence and standardization across Chase. SDS encompasses multiple applications and platforms which support credit, debit and other platforms end-to-end from acquirer to issuer.  As an Engineer with the SDS team you will be instrumental in and responsible for designing and developing high quality applications and solutions that address business needs by delivering new capabilities to customers and merchants. This will include designing and developing or enhancing transaction processing applications, including building and testing of heterogeneous interfaces across the ecosystem. The ideal candidate will be proficient with enterprise applications developed using spring framework, with hands on experience on Enterprise Integration Patterns. Exposure to Big Data technologies like Spark, Cassandra, Kafka will be preferred.   Responsibilities:     Design and Develop SDS platform and applications     Mentor junior team members     Self-starter, independently takes initiative in driving assignments to completion and solving problems without need for escalation     Proactively identify gaps in all processes, procedures, monitors, alerts, designs, etc. and provide recommendations on how to resolve     Perform regular code reviews     Work closely with business analyst, quality assurance, and project management resources throughout delivery of solutions     Base Qualifications:     5+ years of experience in Technology organizations, including roles of influence (rather than direct span of control)     Mandatory hands-on experience on core Java + Spring Boot     2+ years' experience with full development lifecycle from concept through implementation     Experience with design, development, deployment, and support of large-scale applications in a mission-critical production environment     Experience with Maven, CI/CD, Unit testing and Integration testing frameworks     2+ years' experience with Spark / Hadoop MapReduce based application design and development     Excellent analytical, communication, organizational and problem-solving skills     Experience in Agile development lifecycle methodology     Preferred experience in Java as well as big data application performance tuning     Preferred Skills:     Experience with Kafka and Cassandra.     Experience with various software development methodologies in a large scale organization.     Exceptional written and verbal skills     Experience with batch scheduling tools (like Control-M)     Experience with GIT / BitBucket    JPMorgan 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": "JPMorgan Chase \u0026 Co. (NYSE: JPM) is a leading global financial services firm with assets of $2.6 trillion and operations worldwide. The firm is a leader in investment banking, financial services for consumers and small business, commercial banking, financial transaction processing, and asset management. A component of the Dow Jones Industrial Average, JPMorgan Chase \u0026 Co. serves millions of consumers in the United States and many of the worlds most prominent corporate, institutional and government clients under its J.P. Morgan and Chase brands. Information about JPMorgan Chase \u0026 Co. is available at www.jpmorganchase.com .  Shared Data Services (SDS) is focused on transforming data management to driving convergence and standardization across Chase. SDS encompasses multiple applications and platforms which support credit, debit and other platforms end-to-end from acquirer to issuer.  As an Engineer with the SDS team you will be instrumental in and responsible for designing and developing high quality applications and solutions that address business needs by delivering new capabilities to customers and merchants. This will include designing and developing or enhancing transaction processing applications, including building and testing of heterogeneous interfaces across the ecosystem. The ideal candidate will be proficient with enterprise applications developed using spring framework, with hands on experience on Enterprise Integration Patterns. Exposure to Big Data technologies like Spark, Cassandra, Kafka will be preferred.   Responsibilities:     Design and Develop SDS platform and applications     Mentor junior team members     Self-starter, independently takes initiative in driving assignments to completion and solving problems without need for escalation     Proactively identify gaps in all processes, procedures, monitors, alerts, designs, etc. and provide recommendations on how to resolve     Perform regular code reviews     Work closely with business analyst, quality assurance, and project management resources throughout delivery of solutions     Base Qualifications:     5+ years of experience in Technology organizations, including roles of influence (rather than direct span of control)     Mandatory hands-on experience on core Java + Spring Boot     2+ years\u0027 experience with full development lifecycle from concept through implementation     Experience with design, development, deployment, and support of large-scale applications in a mission-critical production environment     Experience with Maven, CI/CD, Unit testing and Integration testing frameworks     2+ years\u0027 experience with Spark / Hadoop MapReduce based application design and development     Excellent analytical, communication, organizational and problem-solving skills     Experience in Agile development lifecycle methodology     Preferred experience in Java as well as big data application performance tuning     Preferred Skills:     Experience with Kafka and Cassandra.     Experience with various software development methodologies in a large scale organization.     Exceptional written and verbal skills     Experience with batch scheduling tools (like Control-M)     Experience with GIT / BitBucket    JPMorgan 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
{}