below marketmost similar roles pay hereabove market
This listing doesn't post a salary. Most similar roles pay
$161,496–$241,906.
Based on 240 similar postings.
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
21 open roles
on FindRole.
Listed pay typically runs
$156,800–$335,000
across 6 roles with salary data.
The Applied Science- Growth role involves joining a small, nimble team to solve complex quantitative problems within a low-margin, high-stakes business environment. You will build machine learning models and decision systems to support profitable growth by improving customer acquisition, lifecycle engagement, and conversion. Daily responsibilities include predicting seller intent, estimating customer lifetime value, and developing marketing mix models to optimize spend allocation. You will apply causal inference to experimental and observational data to estimate incremental marketing impacts while managing confounding and selection bias. Required skills include Python, production ML systems, classification, and statistical modeling. You must be able to translate findings into recommendations for technical and business partners. The work focuses on optimizing marketing investment and identifying customer interactions that drive incremental growth in a marketplace with long decision cycles.
Python
Machine Learning
Causal Inference
Statistical Modeling
PySpark
Optimization
Experimental Design
Marketing Mix Modeling
Multi-Touch Attribution
Distributed Data Processing
Classification
Production ML Systems
Customer Lifetime Value
Next-Best-Action Systems
Python
Machine Learning
Statistical Modeling
Supervised Learning
Feature Engineering
Model Evaluation
Probability
Statistics
Research
Quantitative Research