AI Prompt Engineer Intern

AI Prompt Engineer Intern at Aon

The AI Prompt Engineer Intern will support the design and implementation of AI-powered solutions focused on document intake and intelligent agent development. This role involves close collaboration with AI engineers, software engineers, and product stakeholders to build and refine prompts, retrieval pipelines, and document Q&A/assistant workflows. The intern will primarily work with internal documents such as PDFs, emails, and reports to enhance how information is ingested, organized, and surfaced through large language models.

Opportunities Available In

• Chicago, IL
• Bannockburn, IL

Key Responsibilities

Document Intake & Retrieval (≈40%)

• Build and maintain document ingestion scripts and pipelines for PDFs, emails, and reports.
• Design and refine metadata schemas and taxonomies to improve document organization and retrieval.
• Clean, normalize, and structure unstructured text to support downstream LLM use cases.
• Contribute to the development and improvement of retrieval-augmented generation (RAG) systems.
• Evaluate retrieval quality (e.g., coverage, recall/precision) and propose improvements.
• Apply security and privacy awareness when handling documents, including PII/redaction workflows.

Agent & Workflow Development (≈35%)

• Help design and refine LLM-powered agents such as document Q&A assistants, research/summary agents, and workflow assistants that call tools/APIs.
• Configure and iterate system prompts, instructions, and behavior guidelines for agents.
• Implement and maintain simple workflows that connect agents to existing tools and APIs.
• Log, investigate, and analyze agent errors or hallucinations, and suggest prompt or configuration changes.

Prompt Design, Experimentation & Evaluation (≈20%)

• Design and test prompts for document understanding, summarization, and Q&A use cases.
• Create and maintain evaluation datasets and test cases for prompts and agents.
• Run prompt and agent experiments (including simple A/B tests) and quantify improvements using basic metrics.
• Document findings and best practices for prompt patterns, guardrails, and failure modes.

Collaboration & General Support (≈5%)

• Work on scoped, independent mini projects with regular mentorship and feedback.
• Collaborate with product owners, scrum masters, and domain experts to clarify requirements and translate them into concrete technical tasks.
• Contribute to light documentation (e.g., experiment notes, runbooks, internal guides) to support knowledge sharing across the team.

Aon’s Internship Program

Interns within Aon will gain valuable experience assisting our teams supporting both client and internal projects. Interns will work with a cross-functional team to gain visibility and experience across a broad segment of clients. The 10-week summer program includes weekly spotlights delivered by Aon business leaders, a community outreach event and networking opportunities with fellow interns and colleagues.

• 10 Week Paid Program.
• Challenging Work on Significant Client Projects.
• One on One Internship Mentoring.
• Formal and Informal Feedback Throughout the Program.
• Significant on the job training and firsthand experience.
• Participation in formal training program taught by Aon’s Industry professionals.

Skills & Experience

• Currently pursuing a degree in Computer Science, Data Science, Mathematics/Statistics, Cognitive Science, Information Science, or a related technical field.
• Familiarity with Python for scripting, data processing, and prototyping.
• Basic understanding of how large language models (LLMs) work, including their strengths, limitations, and common failure modes.
• Prior exposure to at least one LLM platform or API (e.g., experience calling LLMs programmatically, using SDKs, or working with hosted LLM tools).
• Ability to read technical documentation and quickly translate it into working prototypes.
• Clear written communication skills, especially for documenting experiments and summarizing findings.
• Demonstrated curiosity, willingness to learn new tools quickly, and comfort working in an iterative, experiment-driven environment.
• Ability to work effectively with a global, cross-functional team and respect diverse perspectives, communication styles, and ways of working.

Preferred Qualifications

• Experience working with unstructured text data such as PDFs, emails, or reports.
• Familiarity with concepts related to retrieval-augmented generation (RAG), document chunking, and embeddings.
• Experience designing or running evaluations/experiments (e.g., A/B tests, simple metric dashboards, or offline test sets).
• Exposure to building or using agents/workflows that call external tools/APIs.
• Understanding of basic data quality, security, and privacy considerations when handling internal or sensitive documents.

How We Support Our Colleagues

In addition to our comprehensive benefits package, we encourage a diverse workforce. Plus, our agile, inclusive environment allows you to manage your wellbeing and work/life balance, ensuring you can be your best self at Aon. Furthermore, all colleagues enjoy two “Global Wellbeing Days” each year, encouraging you to take time to focus on yourself. We offer a variety of working style solutions, but we also recognize that flexibility goes beyond just the place of work... and we are all for it. We call this Smart Working!

Aon values an innovative, diverse workplace where all colleagues feel empowered to be their authentic selves. Aon is proud to be an equal opportunity workplace.

Aon provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, veteran, marital, domestic partner status, or other legally protected status. People with criminal histories are encouraged to apply.

We welcome applications from all and provide individuals with disabilities with reasonable adjustments to participate in the job application, interview process and to perform essential job functions once onboard. If you would like to learn more about the reasonable accommodations we provide, email ReasonableAccommodations@Aon.com.

Key skills/competency

• AI Solutions
• Prompt Engineering
• Large Language Models (LLMs)
• Retrieval-Augmented Generation (RAG)
• Python Scripting
• Document Processing
• Agent Development
• Experimentation & Evaluation
• Data Structuring
• API Integration