Applied AI/ML Engineer

JPMorgan Chase & Co.; Bengaluru; On-site; INR 1,800,000 - 3,600,000; Full time

Job summary

JPMorgan Chase & Co. is seeking an Applied AI ML Associate Senior to design and deliver trusted AI/ML products at scale.

You will shape intelligent systems, leverage Langchain, LLMs and data to drive business outcomes, and work within an agile team to deliver production-grade AI solutions. The role requires strong Python, ML/DL expertise and experience building scalable ML models, with emphasis on evaluation, observability, and collaboration across data scientists, software engineers and product

Qualifications

• Advanced degree in Computer Science, Data Science or equivalent
• 4+ years of hands-on ML/DS/Data Engineer experience, with 6+ years overall
• Strong communication and stakeholder management
• Proficient in Python, FastAPI and DL
• Experience delivering scalable distributed ML models in production
• Experience with SQL, Python and AWS stack
• Knowledge of ML techniques including regression, classification, clustering, causal inference
• Experience with LLMs, NLP, RAG pipelines and prompts

Responsibilities

• Incorporate LLM models in business solutions and customize prompts
• Build production-grade agentic workflows with scalable orchestration
• Evaluate model performance and improve accuracy for use cases
• Develop RAG pipelines to fetch and generate accurate responses
• Collaborate with data scientists, software engineers, and PMs
• Design large-scale data modeling experiments and extract insights
• Utilize prompt engineering to fine-tune LLMs for relevance

Skills

Python

FastAPI

DL

NLP

Langchain

LLM

Knowledge Graphs

Distributed ML

AWS

SQL

Data Engineering

Education

Advanced degree in CS/DS

Tools

LangGraph

Google ADK

Job description

• Business Unit Commercial & Investment Bank
• Job Schedule Full time
• Job Shift Day

Job Description

Shape the future of intelligent products by building agent-driven systems that solve meaningful business problems at scale

As an Applied AI ML Associate Senior at JPMorgan Chase, you serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products using AI/ML technologies in a secure, stable, and scalable way. You are responsible for carrying out critical technology solutions across multiple technical areas within various business functions in support of the firm’s business objectives. You will need to leverage your strong knowledge of ML, NLP, Deep Learning, Knowledge Graphs, LLM, and experience in working with massive amounts of data to build systems that reach JP Morgan scale.
Job responsibilities

• Incorporate LLM models in business solutions. Build and enhance the AI processing pipeline to achieve higher throughput and accuracy by customizing for specific use cases by using tools like Langchain, few shot learning, Chain of thought and other prompt engineering techniques.
• Develop production-grade agentic workflows using modern orchestration frameworks (e.g. LangGraph , Google ADK and other agent frameworks), with strong focus on evaluation , observability, resilience, and maintainability.
• Explore LLM models and evaluate model performance and accuracy. Improve the accuracy of the models by customizing for specific use cases.
• Implement Retrieval-Augmented Generation (RAG) methods to enhance the LLM's ability to retrieve and generate accurate answers from large datasets. Develop end-to-end ML pipelines necessary to transform existing applications and business processes into true AI systems.
• Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to define requirements and deliver high-quality solutions.
• You will collaborate to develop large-scale data modeling experiments, evaluating against strong baselines, and extracting key statistical insights and/or cause and effect relations.
• Utilize Prompt Engineering techniques to fine-tune and optimize LLMs for specific use cases and improve response accuracy and relevance.

Required qualifications, capabilities, and skills

• Advanced Degree in field of Computer Science, Data Science or equivalent discipline
• 4+ years of working experience as a hands-on ML Engineer/Data Engineer/Data Scientist, with at least 6 years of industry experience
• Strong communication skills along with significant experience of managing stakeholder of diverse background
• Hands on expertise with Python, Fast API and DL
• Experience in designing and building highly scalable distributed ML models in production.
• Experience with analytics (ex: SQL, Python, AWS suite)
• Experience with machine learning techniques and advanced analytics (e.g. regression, classification, clustering, causal inference, mathematical optimization)

Preferred qualifications, capabilities, and skills

• Experience as a Senior Data Scientist , in driving projects end to end is preferred
• Experience in LLM, building RAG pipeline is preferred
• Experience in large scale Machine Learning system design is preferred
• Experience working with end-to-end pipelines consisting of Cloud services is preferred
• Experience with AWS ML ecosystem (i.e. Sagemaker, etc.) is good to have.
• Frameworks like TensorFlow/PyTorch over GPU is preferred, BERT, SBERT,etc
  

About Us

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 ourFAQs for more information about requesting an accommodation.

About the Team

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.