Applied AI ML Associate Senior

JPMorganChase; Bengaluru; On-site; INR 2,500,000 - 4,500,000; Full time

Job summary

JPMorganChase in Bengaluru seeks an Applied AI ML Associate Senior to design and deploy agentic AI solutions with end-to-end ownership. You will apply machine learning, NLP, deep learning, and retrieval-augmented generation to scale business problems, collaborating with engineering leads and architecture to deliver trusted, scalable technology products.

You will leverage Python, PySpark, and cloud services to build robust AI tools, while focusing on secure, stable, and measurable AI outcomes for

Qualifications

• Hands-on ML/DS professional with strong academic background and production experience.
• Experience applying ML techniques to real-world problems and building agentic AI solutions.
• Proficiency in Python, PySpark, NLP, and DL for scalable systems.

Responsibilities

• Design, develop, and deploy advanced AI/GenAI solutions in an agile setup.
• Collaborate with engineering and architecture across multi-agent AI systems.
• Implement evaluation suites, retrieval strategies, and guardrails for production use.
• Own end-to-end ML pipelines and data modeling experiments with measurable impact.

Skills

ML Engineering

Python

PySpark

NLP

Deep Learning

Agentic AI

Stakeholder Mgmt

Education

Advanced Degree in Computer Science or Data Science

Tools

Google ADK

LangGraph

A2A

Knowledge Graphs

Eval tooling

Python

PySpark

Job description

Job Description

Shape the future of intelligent products by building agent-driven systems that solve meaningful business problems at scale. Join a collaborative team where you will deepen your expertise in modern machine learning, software engineering, and responsible automation while delivering measurable impact. Bring your Python and applied machine learning skills to a role with strong career growth, mobility, and end-to-end ownership.

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, LLM, and experience in working with massive amounts of data to build systems that reach JP Morgan scale.

Job Responsibilities

• Hands-on design, development, and deployment of advanced AI, GenAI, and Agentic business solutions.
• Partner with engineering leads and architecture to implement, test & deploy multi-agentic AI solutions with prompt/tool orchestration, retrieval, memory strategies, guardrails, and conversation state management.
• Implement robust evaluation for agentic systems, offline test suites, golden datasets, regression tests, latency & cost tracking, and human-in-the-loop review.
• Develop end-to-end ML pipelines necessary to transform existing applications and business processes into true AI systems. Implement Retrieval-Augmented Generation methods to enhance the LLM's ability to retrieve and generate accurate answers from large datasets.
• Serve as a subject matter expert on a wide range of machine learning techniques and optimizations.
• Use Deep Learning frameworks like CNN, RNN, LSTM and Attention for solving use cases requiring semantic search, named entity resolution, forecasting, anomaly detection among many other techniques.
• Own small-to-medium engineering deliverables end-to-end: requirements clarification, design approach, implementation, testing, release, and post-release support.
• 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,
• Experience with machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization)
• Experience in understanding end-user requirements, designing and building Agentic AI solutions in production.
• Hands on experience in designing & building AI Tools, using Agentic frameworks, Google ADK, LangGraph, A2A, Knowledge Graphs, eval tooling.
• Hands on expertise with Python, PySpark,
• Strong communication skills along with significant experience of managing stakeholder of diverse background.

Preferred Qualifications, Capabilities, And Skills

• Experience in building multi-agent enterprise solutions is preferred
• Experience in driving Data Science projects end to end 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 Cloud/ML ecosystem is good to have.
• DL 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 our FAQs 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.