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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) .
Tech Stack
Tools & technologiesNumpyPandasPython
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
✓ Tailor your resumeApplicant 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