Data Science Intern

Intuit


Date: 4 hours ago
City: San Diego, CA
Contract type: Intern
Overview

This position is intended for students in a degree-seeking program to which they will return to school at the end of the summer internship in 2025, with a graduation date of Winter 2025 or later. If you do not meet these minimum criteria, please revisit our careers site for other opportunities. **

Want to apply your technical skills and innovative ideas on top of the collective financial data of 100+ million consumers and small businesses, and help build data products (in TurboTax, QuickBooks, and Credit Karma) that solve real-world customer problems and power prosperity around the world?

Intuit is seeking Data Science Interns to join us this Summer (2025). Working side-by-side with Intuit's Data Scientists and Machine Learning Engineers – along with Data Analysts, Software Engineers, and product managers – you will help us understand and improve customer experiences with our products by uncovering critical insights and developing machine learning models.

Areas We Are Exploring

  • Times series forecasting
  • Knowledge Engineering
  • Reinforcement Learning/Bandits/Causal Inference
  • Image/document understanding
  • Intent classification
  • NLP/NLU/NLG
  • Conversational UI, Chatbots
  • Personalization and recommendation
  • Deep learning
  • Semi-supervised learning
  • ML services (autoML, feature recommendation, explainable AI, etc)

What you'll bring

  • Must be currently enrolled in a degree seeking program and return to school after internship is complete
  • Familiar with machine learning techniques (regression, classification, clustering, optimization, etc) and understand their mathematical foundations
  • Ability to explore, discover and import data from multiple sources and make them machine learning ready
  • Design and test hypotheses about causes and cures
  • Strong programming skills (Python and Scala preferred)
  • Excellent communication skills and ability to learn fast
  • Experience in developing machine learning solutions to solve real-world problems is a plus
  • Experience with Hadoop or Spark is a plus

“The pay range for this position is: $35.20 - $54.20 (per hour), and varies based on education and location”

How you will lead

Sample Intern Projects From Previous Years

  • Adversarial Deep Learning ranking algorithms for question-answer forums
  • Use topic modeling to link form lines to verbose instruction/publication documents
  • Patch-based information extraction using an unsupervised form segmentation algorithm
  • Assess agent call quality using call transcript data
  • Apply deep learning for transaction time series forecasting with uncertainty estimation
  • Explore active learning to improve the event labels used to train our supervised models
  • Predict cognitive biases using financial data
  • A Deep-Learning Approach to building Temporal Recommendation Models
  • Real-Time Churn Prediction Models
  • Developing an unsupervised knowledge acquisition for question answering with Pre-trained Language Models
  • Developing a customer intent classifier model for Intuit Digital Assistant

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