About the role#
William Blair is seeking undergraduate students for a 12-week internship during the summer of 2027. This program supports technology careers for high-performing individuals from underrepresented backgrounds, including women enrolled in technology-related programs. You will work with engineers and business partners to design and test AI agents that support our investment banking, investment management, and private wealth management businesses. The program includes mentorship, training, social events, and a final project presentation to technology leadership.
What you'll do#
- Design, build, and test AI agents and workflows to automate tasks such as research summarization and document data extraction.
- Connect agents to firm data sources, APIs, and Microsoft 365 applications using tool calling and the Model Context Protocol (MCP).
- Apply prompt engineering, context engineering, and retrieval-augmented generation (RAG) to improve agent accuracy.
- Use AI coding assistants while following firm standards for coding, testing, and code reviews.
- Create evaluations to measure agent performance, cost, and accuracy before release.
- Follow AI, information security, and data privacy policies, including guardrails and human review of agent output.
- Work in Agile teams to gather requirements, demo progress, and present final projects.
What you'll need#
- Current enrollment in a bachelor's degree program for Computer Science, Computer Engineering, Data Science, or a related field.
- Anticipated graduation between December 2027 and June 2030.
- Coursework or project experience in Python, plus familiarity with at least one of JavaScript, TypeScript, C#, or SQL.
- Foundational knowledge of large language models, machine learning, data structures, algorithms, and APIs.
- Strong interest in AI, agentic development, and financial services.
- Excellent communication, critical thinking, and problem-solving skills.
- Experience with Agile practices, Git, and Azure DevOps is preferred.
- Familiarity with tools like LangChain, LangGraph, Microsoft Semantic Kernel, or vector search pipelines is a plus.
- A GitHub portfolio showcasing AI or software projects is highly encouraged.
Location & details#
- Location: Chicago, Illinois.
- Modality: Hybrid.
- Term: Summer 2027.
- This is a full-time, paid internship.
About William Blair
William Blair is a financial services firm founded in 1935. It operates as an independent and employee-owned partnership. The company provides investment banking, investment management, and private wealth management services. It maintains over 20 offices globally and employs between 1,001 and 5,000 people.
How to get in at William Blair
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