Analyst - Software Engineer I - AI ML Java Python REACT

JPMorganChase; Mumbai; On-site; INR 1,400,000 - 2,000,000; Full time

Job summary

JPMorganChase in Mumbai seeks a Software Engineer to design and deliver production-grade applications that embed LLM-enabled workflows into core enterprise systems. You will build resilient backend services, APIs, and orchestration patterns, aligned with guardrails, observability, and governance.

You will collaborate with Business, Operations, Risk, and Technology teams to translate intent into scalable, auditable solutions, leveraging cloud-native development and modern deployment practices.

Qualifications

• BS/BA degree required in CS, Engineering, IS, or equivalent experience.
• 1+ years of hands-on software engineering delivering production systems.
• Strong experience building backend services and APIs in Java and/or Python.
• Solid foundation in distributed systems and API contract management.
• Experience with cloud-native development and AWS services.
• Familiarity with CI/CD and modern deployment practices.
• Proficiency in testing practices and production readiness.
• Strong collaboration and communication to translate business intent into technical plans.

Responsibilities

• Build and operate resilient backend services and APIs powering enterprise workflows and AI-enabled capabilities.
• Integrate LLM/prompt capabilities into production services with guardrails and auditability.
• Design service interfaces with strong API contracts and versioning.
• Implement retrieval patterns (RAG) and orchestration workflows connecting models to enterprise data sources and APIs.
• Implement and optimize vector search/embedding solutions with indexing, filtering, and hybrid search.
• Build user experiences for AI-powered applications and dashboards using modern front-end frameworks (React preferred).
• Design and manage persistence layers with relational/NoSQL databases and strong data modeling.
• Apply event-driven and asynchronous processing patterns; ensure reliability and idempotency.
• Build CI/CD pipelines, release automation, and environment promotion controls.
• Implement robust testing strategies and observability to diagnose issues and translate requirements into designs.

Skills

Java

Python

Distributed systems

API design

Cloud-native development

CI/CD

Testing practices

Communication

Education

BS/BA degree in Computer Science, Engineering, Information Systems, or equivalent experience

Tools

AWS

Docker

CI/CD tooling

Job description

Job Description:

We are seeking a highly motivated and innovative technologist passionate about solving business problems using modern software engineering and applied AI techniques at enterprise scale. Our team is focused on improving end-to-end risk and control posture for the Line of Business by building resilient platforms, reliable services, and prompt-enabled workflow automation. We embrace a culture of experimentation, continuous learning, and disciplined engineering execution.

As a Software Engineer of JPMorgan Chase within Commercial and Investment Bank (CIB), you will design and deliver production-grade applications and platform capabilities that embed LLM-enabled workflows into core systems—backed by strong guardrails, observability, and governance. You will partner closely with Business, Operations, Risk, and Technology stakeholders to translate intent into scalable, auditable solutions with clear, actionable outcomes.

Job responsibilities

• Build and operate resilient backend services and APIs that power enterprise workflows and AI-enabled capabilities.
• Integrate LLM/prompt capabilities into production services with guardrails, fallback paths, response validation, and clear auditability.
• Design service interfaces with strong API contract management, versioning, and integration patterns.
• Implement retrieval patterns (e.g., RAG) and orchestration workflows using LangChain or similar frameworks, connecting models to approved enterprise data sources and APIs (subject to firm-approved tooling).
• Implement and optimize vector search/embedding solutions (e.g., pgvector or equivalent) including indexing strategy, metadata filtering, hybrid search, and production scaling (subject to firm-approved tooling).
• Build intuitive user experiences for AI-powered applications and dashboards using modern front-end frameworks (React preferred).
• Design and manage persistence layers using relational and/or NoSQL databases; apply strong data modeling and schema design.
• Apply event-driven and asynchronous processing patterns where appropriate; ensure reliability and idempotency.
• Build CI/CD pipelines, release automation, and environment promotion controls; drive repeatable, safe delivery.
• Implement robust testing strategies (unit, integration, end-to-end), establish strong observability (logs, metrics, tracing, alerting), diagnose performance/reliability issues in live systems, and translate ambiguous requirements into clear technical designs and deliverables with effective stakeholder communication.

Required qualifications, capabilities, and skills

• BS/BA degree in Computer Science, Engineering, Information Systems, or equivalent experience.
• 1+ years of hands-on software engineering experience delivering production systems.
• Strong experience building backend services and APIs in Java and/or Python.
• Solid foundation in distributed systems, service design, and API contract management.
• Experience with cloud-native development and familiarity with AWS services.
• Experience with CI/CD, release automation, and modern deployment practices.
• Proficiency in testing practices and production readiness (quality, reliability, operational support).
• Strong collaboration and communication skills; ability to convert business intent into executable technical plans.

Preferred qualifications, capabilities, and skills

• 1+ years integrating AI/LLM functionality into enterprise applications, including guardrails and monitoring.
• Experience with vector search/embeddings and retrieval-enabled architectures (RAG).
• Experience with observability platforms and SRE-style operational practices. Experience with secure SDLC practices and governance expectations.
• Experience in financial services, technology risk, controls, or audit-oriented environments. Relevant cloud certifications.

JPMorganChase, 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. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit ourFAQsfor more information about requesting an accommodation.

J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.