Data Scientist - Multifamily Analytics
New
A
ApartmentIQMultifamily real estate
Work from home across most of the U.S.Full-TimeMiddle
Salary not disclosed
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Job Details
- Experience
- 3+ years of multifamily experience
- Required Skills
- PythonSQLData Analysis
Requirements
- Have 3+ years of multifamily experience in acquisitions, asset management, revenue management, or operations.
- Know how properties market and lease units, including occupancy, leased versus occupied, concessions, unit mix, and lease-ups.
- Understand operator behaviors that can distort multifamily data.
- Have hands-on experience building analytics tools or workflows with AI coding tools such as Claude Code or Codex.
- Have proven experience using data to answer difficult questions and drive decisions.
- Bring a strong quantitative foundation and a desire to grow into a technical role.
- Be able to own a problem end to end in a remote environment.
- Working knowledge of SQL, Python, or similar is a plus.
- Familiarity with multifamily PMSes, CRMs, or market data platforms is a plus.
- Exposure to data matching, deduplication, or anomaly detection is a plus.
Responsibilities
- Improve the logic and systems that turn raw multifamily data into customer-facing metrics.
- Benchmark outputs against real operator data and diagnose where and why they miss.
- Design fixes for occupancy, unit mix, leases signed, source selection, and anomaly detection.
- Prototype analytics and data logic with AI coding tools such as Claude Code or Codex.
- Partner with engineering to deploy and monitor work in production.
- Apply multifamily judgment to identify operator behaviors and data artifacts.
- Share findings with product, engineering, and leadership.
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