Senior Data Scientist / Machine Learning Engineer - Search & RecommendationDormont Manufacturing Company • San Francisco, California, United States
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Senior Data Scientist / Machine Learning Engineer - Search & Recommendation
Dormont Manufacturing Company
- San Francisco, California, United States
- San Francisco, California, United States
Über
By supporting the growth of independent businesses, Faire is driving positive economic impact in local communities, globally. We’re looking for smart, resourceful and passionate people to join us as we power the shop local movement. If you believe in community, come join ours.
About this role Faire is using machine learning to change wholesale and help local retailers compete with Amazon and big box stores. Our experienced data scientists and machine learning engineers are developing solutions related to discovery, ranking, search, recommendations, logistics, underwriting, and more — all with the goal of helping local retail thrive.
The Data Science team owns a wide variety of algorithms and models that power the marketplace. We care about building machine learning models that help our customers thrive.
As a member of Search for the Data Science team you’ll be responsible for developing machine learning‑powered search ranking models and adding personalization to our search and discovery. You’ll determine answers to questions like, how relevant is this product to this retailer and how can we infer that in real‑time? Can we create real‑time embeddings of users’ interests and use them to power rankings? How can we improve purchase flow? What techniques can we use to enable our A/B tests to more quickly converge when dealing with low sample sizes?
Our team already includes experienced Data Scientists and Machine Learning Engineers from Uber, Airbnb, Square, Facebook, and Pinterest. Faire will soon be known as a top destination for data scientists and machine learning, and you will help take us there!
What you’ll do
Work on cutting‑edge search query and understanding problems combining a wide variety of data about our retailers, brands and products
Use machine learning to help local retailers and independent brands succeed
Be a foundational team member of a fast growing company
Solve challenging problems related to a two‑sided marketplace
Qualifications
4 years of industry experience using machine learning to solve real‑world problems, and a history of accomplishment and advancement in your Data Science career
Experience with search/query processing for product development
Strong programming skills
An excitement and willingness to learn new tools and techniques
Experience with relational databases and SQL
The ability to contribute to team strategy and to lead model development without supervision
Strong communication skills and the ability to work with others in a closely collaborative team environment
Great to Haves
Master’s or PhD in Computer Science, Statistics, or related STEM fields
Ability to quickly implement state‑of‑the‑art algorithms from an academic paper
Salary Range California: the pay range for this role is $177,500 to $244,000 per year.
This role will also be eligible for equity and benefits. Actual base pay will be determined based on permissible factors such as transferable skills, work experience, market demands, and primary work location. The base pay range provided is subject to change and may be modified in the future.
This role will be in-office on a hybrid schedule - Faire employees will be expected to go into the office 2 days per week on Tuesdays and Thursdays, effective the week of January 13, 2025. Additionally, in-office roles will have the flexibility to work remotely up to 4 weeks per year.
Applications for this position will be accepted for a minimum of 30 days from the posting date.
Faire provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, sexual orientation, gender identity or gender expression.
Faire is committed to providing access, equal opportunity and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. To request reasonable accommodation, please fill out our Accommodation Request Form.
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Sprachkenntnisse
- English
Hinweis für Nutzer
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