Applied Scientist AI/ML

Opendoor

Actively hiring
Miami, FL Posted 28 days ago $156,800–$355,000 / year
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At a glance

AI generated

TL;DR

Join our dynamic R&D team as an Applied Scientist at any level, where you will drive innovation in machine learning and AI, particularly in enhancing our home valuation systems. Your daily tasks include designing architectural improvements for deep neural network models, building interpretable ML models to explain pricing decisions, and integrating unstructured data like images and text into forecasting pipelines using advanced AI techniques. You’ll collaborate closely with engineering teams to optimize human-in-the-loop pricing systems and refine feature engineering processes. Ideal candidates have strong Python coding skills, experience in deploying end-to-end ML models, and hands-on knowledge of deep learning architectures such as ConvNets and Transformers. Familiarity with PySpark and a background in search or recommendation systems is beneficial. Engage deeply with housing data to solve real-world challenges in the fast-paced real estate market.

Skills

Python ML models Deep learning architectures ConvNets Transformers Pyspark Distributed data processing Search systems Recommendation systems Personalization DNN-based home valuation models LLMs VLMs Feature engineering Model training pipelines Risk and optimization models

What you'll do

  • Design and deploy architectural improvements to DNN-based home valuation models.
  • Build interpretable ML models to explain pricing decisions to customers.
  • Integrate unstructured data like images, videos, or text into forecasting pipelines.
  • Enhance human-in-the-loop pricing systems by collaborating with Engineering and Ops.
  • Improve feature engineering and model training pipelines for production systems.
  • Rethink risk and optimization models using real-world data and domain insights.

What we're looking for

  • Strong software engineering and coding skills in Python with production code experience.
  • Experience developing and deploying ML models end-to-end in production systems.
  • Hands-on experience with deep learning architectures like ConvNets, Transformers.
  • Advanced degree (MS or PhD) in computer science, statistics, mathematics, or related field.
  • Solid foundation in statistics and experimental design for research and development.

Employer

About Opendoor

Opendoor is a digital real estate marketplace that buys and sells homes directly to consumers, simplifying the home selling and buying experience through instant offers and transparent pricing. Industry: Real Estate Technology & iBuying

Opendoor currently has 35 open roles on FindRole.

Listed pay typically runs $156,800–$337,450 across 6 roles with salary data.

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