Lead data scientist role focused on designing and deploying prompt-based models on large language models (LLMs) for financial services within JPMorgan Chase's Asset and Wealth Management division.

Company: JPMorgan Chase

Role: Applied AI/ML Lead

Location: Bengaluru, Karnataka, India and Mumbai, Maharashtra, India

Experience:

5+ years applied experience
Formal training or certification on software engineering concepts

Key Skills:

prompt design and implementation
chatbot application
Python
PyTorch
TensorFlow
data pipelines for structured and unstructured data
API development
NLP
LLM models
cloud platforms (AWS or Azure)
GIT
version control systems
LLM orchestration
agentic AI libraries
MLOps tools and practices

Qualification:

Formal training or certification on software engineering concepts

Role Focus:

Design, deploy and manage prompt-based models on LLMs for NLP tasks in financial services
Conduct research on prompt engineering techniques to improve model performance
Collaborate with cross-functional teams to identify requirements and develop solutions
Communicate effectively with technical and non-technical stakeholders
Build and maintain data pipelines and data processing workflows for prompt engineering on LLMs
Develop and maintain tools and frameworks for prompt-based model training, evaluation and optimization
Analyze and interpret data to evaluate model performance and identify improvements

Additional responsibilities:

Support firm’s business objectives through critical technology solutions across multiple technical areas
Ensure secure, stable, and scalable delivery of technology products
Work within an agile team environment
Integrate machine learning models into production environments

Nice to have:

Familiarity with model fine-tuning techniques such as DPO and RLHF
Knowledge of Java
Knowledge of Spark
Knowledge of financial products and services including trading, investment and risk management

Other:

Full-time job schedule
Equal opportunity employer valuing diversity and inclusion
Reasonable accommodations for religious practices and disabilities
Part of J.P. Morgan Asset & Wealth Management division
Team works in a cloud-native environment with a data-centric approach
Focus on continuous learning and innovative technology solutions

Applied AI/ML Lead

Skills Required

Description