Summer Internship Program 2027 - Agentic AI Data Science Intern

Intercontinental Exchange Holdings, Inc.; Jacksonville (FL); On-site; USD 25,000 - 30,000; Full time

Job summary

Intercontinental Exchange, Inc. in Jacksonville, Florida is offering an AI Data Science Internship through the ICE Internship Program. You’ll work on developing generative and agentic AI solutions, prototype models, and contribute to real-world business use cases.

The program includes weekly industry-leader sessions, teamwork with interns, and exposure to finance, technology, and mortgage industry applications. This role emphasizes hands-on experimentation, documentation, and agile collaboration.

Qualifications

• Must be currently enrolled in a degree program at an accredited university and advancing toward junior year.
• Pursuing a degree in computer science, data science, AI/ML or related field.
• Familiarity with Python and ML frameworks is a plus.

Responsibilities

• Assist in advancing generative AI and agentic AI solutions through rapid prototyping, model experimentation, fine-tuning, and evaluation
• Support integration of AI solutions with enterprise applications and data platforms
• Support development of applications using LLMs, embeddings, and prompt engineering
• Collaborate on research in NLP, retrieval systems, knowledge graphs, and multi-agent systems with agile workflows
• Perform additional duties and contribute to projects as assigned

Skills

Python

NLP concepts

Git / GitHub

Communication

Willingness to learn

Education

Pursuing CS/Data Science/AI/ML degree

Tools

PyTorch

TensorFlow

FastAPI

Jupyter Notebooks

VS Code

Job description

Job Description

The ICE Internship Program offers a dynamic opportunity to combine hands-on, impactful work on projects that shape our business, alongside practical career and professional development. You’ll build meaningful connections, strengthen your interpersonal skills, and contribute in ways that truly make a difference.

Beyond your day-to-day responsibilities, you’ll participate in weekly sessions led by industry leaders, connect with fellow interns, and deepen your understanding of the financial services, technology, and mortgage industries.

The Agentic AI Data Science Intern will contribute to the development of generative and agentic AI solutions by supporting model experimentation, integration, and research across real-world business use cases.

Responsibilities

• Assist in advancing generative AI and agentic AI solutions through rapid prototyping, model experimentation, fine-tuning, and evaluation
• Support integration of AI solutions with enterprise applications and data platforms
• Support the development of applications using LLMs, embeddings, and prompt engineering
• Collaborate on research and experimentation in areas such as NLP, retrieval systems, knowledge graphs, and multi-agent systems, while documenting findings and participating in agile workflows
• Perform additional duties and contribute to projects as assigned

Knowledge and experience

• Must be currently enrolled in a degree program at an accredited university, be at least advancing to their junior year of study, and pursuing a degree in computer science, data science, AI/ML, or a related field
• Familiarity with Python; exposure to tools like PyTorch, TensorFlow, or FastAPI is a plus
• Exposure to NLP/NLU concepts, small language models, vector databases, and retrieval systems such as GraphRAG
• Interest in agentic AI and multi-agent systems, including Model Context Protocol (MCP), agent-to-agent (A2A) communication, ontologies, and knowledge graphs
• Comfortable using Git/GitHub and development environments like Jupyter Notebooks or VS Code, with strong communication skills and a willingness to learn and experiment

Internship program schedule

To accommodate varying academic calendars, the ICE Internship Program offers two schedule options:

• Option 1: May 24, 2027 – August 6, 2027
• Option 2: June 7, 2027 – August 20, 2027

Candidates will be asked to select their preferred session during the application process.

Please Note: Interns must be available to work full-time, five days a week, at our Jacksonville office for the entire duration of one of the designated program schedules. Partial participation or alternate dates cannot be accommodated.

Intercontinental Exchange, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to legally protected characteristics.