Intuit Inc.
Location
Mountain View, CA | United States
Job description
2024-48749 - Copy or share job URL
Apply NowApply LaterJoin Talent Community
Intuit is a global technology platform that helps consumers and small businesses overcome their most important financial challenges. Serving more than 100 million customers worldwide with TurboTax, Credit Karma, QuickBooks, and Mailchimp, we believe that everyone should have the opportunity to prosper. We never stop working to find new, innovative ways to make that possible.
**This position is intended for students in a degree-seeking program, to which they will return at the end of the summer internship in 2024. 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 40+ 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 (2024). 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)
Must be currently enrolled in a degree seeking program and return to school after internship is complete
PhD in Computer Science or related technical field (will consider Masters students with previous experience)
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
Published works in top tier data science and machine learning conferences such as KDD, ICML, NIPS, ICLR, ACL, SIGIR, WWW, CVPR, SIGMOD, etc. is a plus
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
NatalieIntuit employee"I really felt drawn to Intuit because it's a place where I feel like I can make super meaningful impact on customers’ lives and their day-to-day. Finances are tricky and it’s emotional and stressful, and if I can help lift that burden off of someone, I feel like it’s worth it."
Intuit's company culture is rooted in our core values, which promote an innovative and inclusive environment where diverse perspectives and new ideas are celebrated.
More about Intuit life play_arrowPeople who give their best deserve the best in return. We offer rewards that include everything you’d expect, and even more that you wouldn’t. Enjoy the best in class perks and benefits at Intuit.
More about our benefits play_arrowFrom set-up to sign-off, everything you need to know for a successful interview with Intuit, including how to request reasonable interview accommodations.
More about our hiring process play_arrowEOE AA M/F/Vet/Disability. Intuit will consider for employment qualified applicants with criminal histories in a manner consistent with requirements of local law.
We’re making advances in AI, Cloud, and Mobile technology to power an innovative global financial platform.
Find Out MoreWe’re deploying AI and ML innovation at massive scale to make a real difference for our customers.
Find Out MoreJob tags
Salary
