Data Scientist, Search
Are you passionate about information retrieval, machine learning and data science? Do you describe yourself as an innovative problem solver? Looking for an opportunity that will directly impact the customer experience at GoPuff? Come join the GoPuff Data Science team and #ChangeTheGame.
Gopuff is a high-growth startup that is revolutionizing hyper-local e-commerce. We warehouse and deliver thousands of products to your door super fast. We're currently operating in over 500+ cities within the US and expanding quickly.
As a Data Scientist on the Gopuff Search team, you'll tune our search retrieval, create ranking models, and develop query understanding techniques so that we can show the perfect products to answer a user's query. You'll have the opportunity to make a huge impact on the future success of Gopuff.
We're looking for a doer, problem solver, and thought-leader.
Responsibilities
- Work directly with our search infrastructure to refine our notion of relevance between a product and a query.
- Build re-ranking models which can take advantage of data that lives outside of our search index -- for example to achieve personalization of search results.
- Use natural language processing techniques like shallow parsing and named entity recognition to go beyond the text of the query to understand the intent behind it so we can better serve results.
- Productionize and deploy models using cloud based tech stacks including Snowflake, Databricks, Azure and Elastic cloud.
- Partner with the search product team to shape the next versions of search on goPuff.
Qualifications
- 3-5 years of experience in data science
- MS or PhD in statistics, mathematics, analytics, computer science, engineering or another quantitative field
- Hands-on experience using a search system such as elasticsearch, lucene, solr etc.
- Expert programming skills in Python and Java.
- Data querying skills in SQL
- Experience deploying models in a production environment
- Excellent communication and presentation skills
- Ability to explain technical concepts in simple terms to business stakeholders
- Ability to rapidly create prototypes and also convert them into production quality code.
#LI-Remote
At Gopuff, we know that life can be unpredictable. Sometimes you forget the milk at the store, run out of pet food for Fido, or just really need ice cream at 11 pm. We get it-stuff happens. But that's where we come in, delivering all your wants and needs in just minutes.
And now, we're assembling a team of motivated people to help us drive forward that vision to bring a new age of convenience and predictability to an unpredictable world.
Like what you're hearing? Then join us on Team Blue.
Gopuff is an equal employment opportunity employer, committed to an inclusive workplace where we do not discriminate on the basis of race, sex, gender, national origin, religion, sexual orientation, gender identity, marital or familial status, age, ancestry, disability, genetic information, or any other characteristic protected by applicable laws. We believe in diversity and encourage any qualified individual to apply.