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AI/ML Internship
Onto InnovationAI/ML Intern at Onto Innovation working on real-world semiconductor software challenges. Focus on improving AI-driven knowledge retrieval in a collaborative environment.
Tech Stack
Tools & technologiesAzureCloudPython
About the role
Key responsibilities & impact- Validate performance of RAG-based LLM models using real field escalation scenarios
- Analyze and structure internal data sources including logs, knowledge base, and support documentation
- Develop and optimize retrieval pipelines including embeddings and indexing strategies
- Improve prompt engineering techniques to enhance response accuracy and relevance
- Benchmark RAG models against baseline LLM approaches
- Identify data gaps and recommend improvements for knowledge coverage
- Collaborate with software, applications, and product teams to align solutions with business needs
- Document findings and present results to stakeholders
Requirements
What you’ll need- Currently pursuing a Bachelor's or Master's degree in Computer Science, AI/ML, Data Science, or related field
- Strong programming skills in Python
- Understanding of machine learning, NLP, or large language models
- Familiarity with data analysis and problem-solving techniques
- Strong communication and documentation skills
- Preferred: Experience with LLM frameworks (e.g., OpenAI, LangChain, Hugging Face)
- Preferred: Knowledge of vector databases (e.g., FAISS, Pinecone)
- Preferred: Experience with Retrieval-Augmented Generation (RAG) concepts
- Preferred: Exposure to cloud platforms (Azure preferred)
Benefits
Comp & perks- Health, dental, and vision coverage
- Life and disability insurance
- PTO
- 401(k) with employer match
- Employee Stock Purchase Program (ESPP)
- Wellness initiatives
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
Pythonmachine learningnatural language processinglarge language modelsdata analysisprompt engineeringretrieval pipelinesembeddingsindexing strategiesRetrieval-Augmented Generation
Soft Skills
communicationdocumentationproblem-solving