Machine Learning Intern - Diner
About The Opportunity
We're all about connecting hungry diners with our network of over 300,000 restaurants nationwide. Innovative technology, user-friendly platforms and streamlined delivery capabilities set us apart and make us an industry leader in the world of online food ordering. When you join our team, you become part of a community that works together to innovate, solve problems, grow, work hard and have a ton of fun in the process!
Why Work For Us
Grubhub is a place where authentically fun culture meets innovation and teamwork. We believe in empowering people and opening doors for new opportunities. If you're looking for a place that values strong relationships, embraces diverse ideas-all while having fun together-Grubhub is the place for you!
Our teams are a group of data scientists who support customer facing products. Our end users are hungry diners who want food. We're excited by messy problems where we can be creative about bringing a balance of new libraries, pretrained models, and heuristics to provide impactful and personalized recommendations throughout a user's journey on the platform. Classification of restaurant text and images, personalization of homepage ranking, and offering the menu item to complete a meal are all projects on which we iterate.
The Impact You Will Make:
- Build machine learning models to make predictions, classifications, or recommendations.
- Fine tune and train deep learning architectures to drive customer engagement.
- Learn to create feature engineering pipelines on distributed systems.
- Work with collaborators to validate handoff of models to real time customer experiences
- Write performant and concise code to meet the defined standards here at GrubHub
What You Bring to the Table:
- 1+ years advanced degree program completed in a quantitative discipline (Data Science, Machine Learning, Computer Science, Math, Physics, Engineering, Statistics, Psychology, etc) or equivalent work experience
- Proficiency in tensorflow, pytorch, or keras
- Experience using pre trained transformer based models
- Proficiency in python and awareness of object oriented programming
- Confidence in learning new skills through real world exposure. Ability to apply formal coursework to new areas.
- Bonus: knowledge of SQL databases
And Of Course, Perks!
- Competitive Pay. You'll receive a competitive base salary with eligibility for generous incentives, bonuses, commission or RSUs (role-specific).
- Learning and Career Growth. Your personal and professional development is a priority at Grubhub. We empower you to be a leader and grow your career through training, coaching and mentorship opportunities.
- MealPerks. Get meals on us! Our employees get a weekly Grubhub credit to enjoy and support local restaurants.
- Fun. Every Grubhub office has an employee-led Culture Crew that connects people through fun, meaningful events and initiatives like Wellness Wednesdays, Slack competitions and virtual happy hours!
- Social Impact. At Grubhub we believe in giving back through programs like the Grubhub Community Relief Fund and donating $1 million to the Equal Justice Initiative in 2020.
Grubhub is an equal opportunity employer. We welcome diversity and encourage a workplace that is just as diverse as the customers we serve. We evaluate qualified applicants without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics. If you're applying for a job in the U.S. and need a reasonable accommodation for any part of the employment process, please send an email to [email protected] and let us know the nature of your request and contact information. Please note that only those inquiries concerning a request for reasonable accommodation will be responded to from this email address.
If you are a resident of the State of California and would like a copy of our CA privacy notice, please email [email protected].