Etsy - New York, NY

posted 28 days ago

Full-time - Mid Level
New York, NY
Professional, Scientific, and Technical Services

About the position

Etsy is seeking a Senior Machine Learning Engineer I to join the Ads Quality team, focusing on building user-centric machine learning systems for a two-sided marketplace. This role involves developing ML innovations in digital advertising to enhance the buyer and seller experience on Etsy, which serves over 90 million buyers and 5 million sellers. The engineer will work on sponsored search and recommendation products, optimizing ad placements and budgets for sellers.

Responsibilities

  • Work cross-functionally with product engineering teams to communicate ideas and model capabilities to product managers.
  • Prototype, optimize, and productionize large-scale ML models to deliver key results.
  • Conduct A/B experiments to validate the efficiency of ML models and pipelines.
  • Collaborate closely with product managers, ML engineers, full-stack engineers, and designers to deliver content to tens of millions of users.
  • Push the state of the art in deep learning and machine learning to improve buyer and seller experiences.

Requirements

  • Experience in building ML products through the entire ML lifecycle: scoping, prototyping, model development, deploying, monitoring, and debugging in production systems.
  • Proficiency in modern ML libraries such as PyTorch or TensorFlow.
  • Strong skills in databases, SQL, and scripting languages.
  • Ability to write understandable, testable code with a focus on maintainability.
  • Experience in natural language processing, image processing, information retrieval, or deep learning.

Nice-to-haves

  • Experience with A/B testing methodologies.
  • Familiarity with ad tech or digital advertising.
  • Knowledge of user experience design principles.

Benefits

  • Equity package
  • Annual performance bonus
  • Comprehensive benefits supporting employees and their families
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