ICR, Inc. · 3 weeks ago
Generative-AI Engineer Intern - Aurora, CO
Aurora, CO
Internship
Onsite
Intern
$30/hr - $40/hrICR, Inc. is offering an internship opportunity for college students interested in Generative-AI Data Science. The role involves building prototypes, supporting data preparation, and presenting results to stakeholders while working with various Generative-AI frameworks.
CommunitiesEmployee BenefitsEmploymentMilitary
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Build and evaluate “chat with documents” (RAG) prototypes over, e.g., internal HR and BD/proposal content, with grounded answers and source attribution
Prototype agentic workflows (tool use / multi-step flows) using approved GenAI frameworks; add basic guardrails and failure handling
Configure and demo developer workflows (e.g., VS Code with Continue/Cline) connected to internally hosted LLM endpoints; create quick-start enablement guides
Support data preparation for GenAI use cases (document ingestion, cleaning, chunking/metadata, small evaluation sets) and maintain reproducible experiments
Package prototypes for internal use (lightweight APIs, Dockerized runs, basic logging/monitoring hooks) and write clear runbooks
Present results to technical and non-technical stakeholders (demos + brief summary of outcomes, risks, and next steps)
Qualification
Required
Pursuing degree in Computer Science, Data Science, Software Engineering, or closely related field
Comfortable with Python scripting and basic software engineering practices (Git, readable code, documentation)
Hands-on experience with GenAI applications (LLMs), ideally including at least one shipped prototype (GitHub/demo/write-up)
Experience with RAG / document Q&A concepts (ingestion, retrieval, grounding/citations) and an evaluation mindset
Familiarity with agentic frameworks (e.g., LangChain and/or LangFlow) or similar workflow/orchestration tools
Basic understanding of ML/AI fundamentals (data quality, model behavior, evaluation, and common failure modes)
Experience packaging/running software in a reproducible way (Docker preferred; equivalent accepted)
Strong communication skills and ability to collaborate with cross-functional partners (e.g., HR, BD, engineering)
Willingness and ability to learn new tools quickly; self-directed and able to work with minimal supervision
Preferred
Exposure to LLM fine-tuning concepts and/or PEFT methods (LoRA/QLoRA), even at a basic level
Benefits
Great summer internship program with real, hands-on work experience on actual projects
Mentorship is taken seriously
Social and community events throughout the program
High percentage of our interns are offered full-time positions after graduation
Junior interns, who perform well, are invited to return for the following summer internship
Company
ICR, Inc.
We will be the first to identify and solve the Intelligence and Defense Communities’ toughest engineering and operational problems by establishing a true partnership with our Customers.
Founded in 2014
501-1000 employees
Funding
Current Stage
Late StageRecent News
Lands' End, Inc.
2025-11-28
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