Senior AI/ML Scientist, Brand Growth (Hybrid/Remote)

Faire; San Francisco (CA); Hybrid; USD 211.000 - 291.000; Vollzeit

Zusammenfassung

Faire leverages the power of machine learning and data insights to revolutionize the wholesale industry, enabling local retailers to compete against giants like Amazon and big box stores.

As a Senior Applied AI/ML Scientist on the Brand Growth team, you will own the modeling and measurement for a set of problems that help Faire acquire and grow the brands on our marketplace, which connects hundreds of thousands of independent brands and retailers.

Qualifikationen

• 3+ years of industry experience using machine learning to solve real-world problems.
• Experience with relevant business problems (e-commerce).
• Experience with relevant technical methods (LTV modeling, NLP, LLMs, causal ML, bidding optimization).
• Strong programming skills.
• An excitement and willingness to learn new tools and techniques.
• The ability to design and implement ML solutions without supervision.
• Strong communication skills and the ability to work in a highly cross-functional team.

Aufgaben

• Own applied ML projects end-to-end: framing the problem, building and shipping the model, and measuring impact.
• Optimize marketing and acquisition spend for acquiring new brands through targeting, lookalike audiences, and personalization.
• Predict brand lifetime value to prioritize brand leads for sales and to personalize new-brand onboarding.
• Improve cold-start recommendations and exploration so that new brands find the right retailer audience quickly.
• Identify and enrich brand leads from internal and external data to power prioritization and personalization.
• Use experimentation and causal inference to measure the effectiveness of growth and spend levers.
• Partner across product, engineering, marketing, sales, and analytics to turn models into shipped product and business impact.
• Solve challenging problems related to a two-sided marketplace.

Kenntnisse

ML modeling

NLP

LLMs

causal ML

bidding optimization

Programming

cross-functional

Communication

Ausbildung

Master's or PhD in CS/Statistics/related STEM

Jobbeschreibung

Faire leverages the power of machine learning and data insights to revolutionize the wholesale industry, enabling local retailers to compete against giants like Amazon and big box stores.

As a Senior Applied AI/ML Scientist on the Brand Growth team, you will own the modeling and measurement for a set of problems that help Faire acquire and grow the brands on our marketplace, which connects hundreds of thousands of independent brands and retailers.