Applied Scientist AI/ML

Opendoor

Real Estate

Seattle, WA - USA

Specialist

Experteer Overview

As an Applied Scientist, you will push the boundaries of ML and AI to improve pricing and valuation systems while tackling diverse ML problems. You will work across the research-to-production stack, collaborating with cross-functional teams to leverage structured and unstructured data. Your work will help deliver transparent, accurate pricing and scalable decision-making. This is an opportunity to shape real estate AI at a fast-moving, mission-driven company.

Compensation / Benefits

Unlimited PTO
Medical/dental/vision insurance
Life insurance
401(k) plan

Responsibilities

Design and deploy improvements to DNN-based home valuation models
Build interpretable ML models to explain pricing decisions
Incorporate unstructured data (images, videos, text) into forecasting and valuation pipelines using advanced AI models
Collaborate with Engineering and Ops to enhance human-in-the-loop pricing systems
Improve feature engineering and model training pipelines powering production systems
Rethink risk and optimization models using real-world data and domain insights
Contribute across the research and modeling stack in a small, nimble team

Key requirements

Strong software engineering and Python experience with production codebases
End-to-end ML model development and production deployment experience
Hands-on experience with deep learning architectures (ConvNets, Transformers)
MS or PhD in a quantitative field
Solid foundation in statistics and experimental design
Strong communication and cross-functional collaboration skills

Strong communication Collaborative mindset Cross-functional teamwork Python programming Production ML deployment Deep learning (ConvNets, Transformers)

Description

As an Applied Scientist, you will push the boundaries of ML and AI to improve pricing and valuation systems while tackling diverse ML proble…

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