Hungryroot is your personal grocer, powered by AI and the belief that food deeply impacts your daily life. You tell us a little about yourself, and we deliver healthy groceries to your door each week with recipes and meal planning support. Hungryroot helps you save time, save money, shop sustainably, and eat what makes you feel your best.
About the opportunity
We’re hiring a Data Scientist, Personalization to advance the ways that Hungryroot delivers personalized groceries and recipes to customers every week.
Today Hungryroot sends hundreds of thousands of groceries each week to customers across the country, each with their own flavor preferences, dietary restrictions, and food occasion needs. Our algorithm takes in all of these signals and balances them against our inventory of delicious, perishable food products and customers’ love for variety in what they eat. The algorithm is at the center of what enables us to be our customers' personal grocery shopper and has driven the 7x growth we've had in the past year.
We learn about each customer’s taste via explicit signals like their preference for how often they receive an individual item and their star ratings of recipes, as well as implicit signals like their retention and weekly spend. There are big opportunities for advancing the algorithm, including identifying other predictive implicit signals via regressions, collecting new explicit signals from customers, leveraging collaborative filtering, and more. We then leverage that data in a combination of integer programming, logistic regression models, and factorization machine models.
This role will primarily be focused on developing predictive models to enable our broader algorithm to choose groceries and recipes that each customer is likely to love. You'll collaborate with Engineering to productionalize your models--or productionalize them yourself, depending on your experience and interest. And you'll work with Product and Analysts to design A/B tests of the models in production, to arrive at the optimal application of your models.
Responsibilities include, but are not limited to:
Bonus points for:
Hungryroot is built on the values of being proactive, positive, and transparent in all that we do. Our mission to help make healthy eating easy, accessible, and joyful is better served by a diverse workplace.
We are a proud Equal Opportunity employer committed to building an inclusive workplace. We have zero tolerance for harassment or discrimination. We do not discriminate on the basis of race, religion, ethnicity, national origin, gender identity, gender expression, sexual orientation, age, marital status, veteran status, or disability.