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Data science and AI/ML internships
Data science interns clean datasets, build models, and present findings to product or engineering teams. ML interns typically work on training pipelines, model evaluation, or deploying models to production. These are usually posted as Data Science Intern, Machine Learning Intern, AI Research Intern, or Applied Scientist Intern. Companies like Google, Meta, OpenAI, Netflix, and Spotify all run these programs.
Standing out for data and ML intern roles
A portfolio matters more than GPA for most of these roles. Kaggle competitions, published research, or a well-documented GitHub project can set you apart. Know your fundamentals: regression, classification, neural networks, and how to evaluate a model properly. Be ready to talk about a project end-to-end, from data collection to deployment.
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