Resumen del rol

Machine Learning Engineer, Zillow Shopping AI

Requisitos y responsabilidades

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You Will Get To:

  • Design, build, and ship production new machine learning models that power core product features on the Zillow app, website, and email/push notifications.
  • Help re-architect our core home ranking and recommendation systems to support advanced neural networks and dramatically accelerate the pace of experimentation across surfaces.
  • Own the full lifecycle of your models, from offline experimentation and prototyping with massive datasets to online deployment, A/B testing, and performance monitoring.
  • Pioneer the application of cutting-edge deep learning and large language models (LLMs) to improve our home shopping experience.
  • Develop new AI components that optimize how we display and when we recommend homes, ensuring we connect shoppers with the right content on the right properties at the right time.
  • Collaborate in a cross-functional group of engineers, applied scientists, product managers, and designers to define, execute, and iterate on the team's strategic roadmap.
  • Contribute to the team's engineering excellence by improving our machine learning infrastructure, development standards, and shared tooling.

Must Have:

  • 1-3 years of experience in developing applications in search, personalized ranking, or recommender systems
  • Experience developing and deploying ML models that scale to high-traffic, latency sensitive customer-facing services (100s of millions of requests per day)
  • Strong programming skills in a high-level language such as Python or Java
  • Familiarity with common machine learning libraries like PyTorch, TensorFlow, Catboost, scikit-learn and huggingface (repository)
  • Expertise with large scale distributed data processing systems such as Hive, Spark, Airflow, or Databricks
  • Experience owning the full lifecycle of customer facing machine learning models, from offline experimentation and prototyping to online deployment, A/B testing, and performance monitoring
  • Here at Zillow - we value the experience and perspective of candidates with non-traditional backgrounds. We encourage you to apply if you have transferable skills or related experiences

Preferred:

  • A Master's degree + 2 yrs or BS with a minimum of 4 yrs of experience (preferably in large consumer tech companies)
  • Prior experience or high level of curiosity with generative AI and excitement to collaborate on what they’ve learned!
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Señal de seniorityMiddleNivel del candidato
StackJava, Python, SparkSkills principales
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