Intern, Applied AI – Full Stack Development

Cook Group

. Design, build, and ship full-stack features on active LoopTech products .

Posted 10/6/2026internshipBloomington • United StatesEntry LevelWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates strong programming skills in Python and/or TypeScript/JavaScript, with a solid understanding of web application fundamentals and APIs. Capable of conducting data collection and preparation for AI model training, while effectively communicating complex concepts to diverse audiences.

Highest-signal resume keywords

Python ProgrammingTypeScript/JavaScript ProgrammingGit FluencyWeb Application FundamentalsMachine Learning Concepts

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Python ProgrammingTypeScript ProgrammingJavaScript ProgrammingData CollectionData PreparationMachine LearningAPIsFrontend FrameworksError AnalysisPrompt Engineering

Soft Skills

Problem-SolvingCommunicationTeam CollaborationAdaptabilityInitiative

Tools & Technologies

Claude CodeAI Coding AssistantsPyTorchEvaluation HarnessesData Analytics

Certifications & Qualifications

Proof of EnrollmentMinimum GPA of 3.0

Industry Keywords

Life SciencesComputer ScienceData ScienceInformaticsSoftware EngineeringComputer EngineeringElectrical Engineering

Tech Stack

Tools & technologies

JavaScriptPythonPyTorchSpringTypeScript

About the role

Key responsibilities & impact

Design, build, and ship full-stack features on active LoopTech products
Use agentic development tools such as Claude Code and similar AI coding assistants, with prompt engineering
Conduct data collection, preparation, and curation for model training, evaluation, and analytics
Assist in building and running evaluation harnesses for AI models and agents, including error analysis and reporting
Lead and participate in rapid prototyping sessions for company-use proof-of-concepts
Package work as minimal, runnable demos
Present working software at team demos and the capstone presentation
Document approaches and share work with the organization
Participate in team discussions, brainstorming, knowledge sharing, user experiments, and pilot projects
Collaborate with engineers and researchers and contribute to responsible AI practices

Requirements

What you’ll need

Strong programming skills in Python and/or TypeScript/JavaScript
Working git fluency
Familiarity with web application fundamentals, including APIs, databases, and modern frontend frameworks
Interest in large language models and applied AI
Familiarity with machine learning concepts, data preprocessing, or frameworks such as PyTorch is a plus but not required
Excellent problem-solving skills
Ability to work with high autonomy and in a team
Eagerness to learn, adapt, and take on new challenges in the AI field
Strong communication skills and ability to convey complex technical concepts to non-technical audiences
Interest in a career in the Life Sciences field
Willingness to take initiative
Ability to work well with others
Student entering Junior or Senior year the following fall semester or entering graduate school; candidates graduating the spring semester before the internship are also eligible
Proof of enrollment, including pre-registration certification for the following fall
Minimum GPA of 3.0 is preferred
Interest in disciplines such as Computer Science, Data Science, Informatics, Software Engineering, Computer/Electrical Engineering, and related fields

Benefits

Comp & perks

12-week paid internship
401(k) options
Assigned mentor
Capstone presentation
Intern events
Fitness center access if working onsite
Onsite cafeteria option if working onsite
One-time housing stipend if working onsite
Hands-on experience with meaningful projects in the Medical Device Manufacturing Industry