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Applied Materials

Copilot ML, Intelligent Automation Intern – NPI Process Automation Team

Applied Materials

. Assist in the design and prototyping of Copilot / LLM‑enabled workflows for NPI process automation (e.g., issue analysis, repeat detection, decision support) .

Posted 4/21/2026internshipAustin • California, Texas • 🇺🇸 United StatesEntry LevelWebsite

Tech Stack

Tools & technologies
NumpyPandasPython

About the role

Key responsibilities & impact
  • Assist in the design and prototyping of Copilot / LLM‑enabled workflows for NPI process automation (e.g., issue analysis, repeat detection, decision support)
  • Explore and implement machine learning and information‑retrieval approaches (semantic search, embeddings, similarity detection) to improve reuse of lessons learned and historical engineering knowledge
  • Support data preparation, labeling, and analysis across structured and unstructured sources (documents, BKMs, process logs, issue records)
  • Develop proof‑of‑concept solutions that demonstrate improvements in execution speed, accuracy, or recall quality for real NPI use cases
  • Collaborate closely with NPI engineers, manufacturing teams, and software partners to understand workflows and validate solutions
  • Evaluate solution performance and document findings, tradeoffs, and limitations for potential production adoption

Requirements

What you’ll need
  • Currently pursuing a Bachelor’s, Master’s, or Ph.D. degree in Computer Science, Data Science, Electrical Engineering, Industrial Engineering, or related field
  • Coursework or project experience in machine learning, AI, data science or information retrieval
  • Programming experience in Python (required); familiarity with data analysis libraries (NumPy, pandas, scikit‑learn)
  • Strong analytical thinking and ability to translate open‑ended problems into implementable solutions
  • Effective written and verbal communication skills
  • Ability to work in a collaborative, cross‑functional engineering environment

Benefits

Comp & perks
  • supportive work culture that encourages you to learn, develop, and grow your career
  • programs and support that encourage personal and professional growth

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learninginformation retrievaldata analysisPythonsemantic searchembeddingssimilarity detectiondata preparationproof-of-concept developmentexecution speed improvement
Soft Skills
analytical thinkingproblem solvingwritten communicationverbal communicationcollaborationcross-functional teamwork