Job Description

Job Category: Predictive Science
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We have an exciting and rewarding opportunity for you to advance your AI-ML career.
As an Applied AI ML Associate at JPMorgan Chase within the Commercial & Investment Bank's - Global Banking team, you will be a key member of a Database team, responsible for designing and delivering trusted, market-leading AI technology products. Your role will involve implementing critical technology solutions across various technical domains to support the firm's strategic objectives, ensuring security, stability, and scalability.
Job Responsibilities

• Deliver AI/ML projects through the ML development lifecycle using Agile methodologies, transforming business requirements into specifications, defining milestones, and ensuring timely delivery.
• Design, develop, and manage prompt-based models on Large Language Models (LLMs) to solve complex tasks in the financial services domain.
• Analyze and visualize large, diverse data sets to continuously improve software applications and systems.
• Conduct research on prompt engineering techniques to enhance model performance, utilizing LLM orchestration and agentic AI libraries.
• Collaborate with cross-functional teams to identify requirements and develop solutions that meet organizational needs.
• Communicate effectively with both technical and non-technical stakeholders.
• Build and maintain data pipelines and processing workflows for prompt engineering on LLMs, leveraging cloud services for scalability and efficiency.
• Develop and maintain tools and frameworks for prompt-based model training, evaluation, and optimization.
• Evaluate model performance through data analysis to identify areas for improvement.
• Identify hidden problems and patterns in data, using insights to enhance coding practices and system architecture.
• Contribute to software engineering communities, events exploring new technologies

Required Qualifications, Capabilities, and Skills

• Formal training or certification in AI/ML engineering concepts with 2+ years of applied experience.
• Proven experience as a hands-on practitioner developing production AI/ML solutions and Deep knowledge / experience in machine learning and artificial intelligence.
• Expertise in at least one of the following areas: Large Language Models, Natural Language Processing, Speech Recognition, Reinforcement Learning.
• Experience with RDBMS, NoSQL databases and prompt design
• Strong understanding of the Software Development Life Cycle, Data Structures, Algorithms, Machine Learning, Data Mining, Information Retrieval, and Statistics.
• Demonstrated expertise in machine learning frameworks such as TensorFlow, PyTorch, pyG, Keras, MXNet, and Scikit-Learn.
• Strong programming skills in Python and Spark; proficiency in vector operations using NumPy and SciPy; expertise in distributed computation using Multithreading, Multi GPUs, Dask, Ray, Polars, etc.
• Experience in agentic AI libraries, workflows, and relevant frameworks, such as LangChain, LangGraph, Auto-GPT, etc.
• Experience in AWS Cloud services such as EMR, SageMaker, Glue, AthenaSQL, etc.
• Solid understanding of agile methodologies, including CI/CD, Application Resiliency, and Security.
• Excellent problem-solving skills and the ability to communicate ideas and results to stakeholders and leadership clearly and concisely.

Preferred Qualifications, Capabilities, and Skills

• Exposure to cloud technologies.
• 4+ years (BE/BTech/BS) or 2+ (ME/MTech/MS) or 2+ (PhD) years of relevant experience in Computer Science, Information Systems, Statistics, Mathematics, or equivalent experience.

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 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.

Skills Required