Staff Data Scientist

Apartment List
United States
Workplace: RemoteFull timeUSD 196,000 - 280,000 annuallyFunction: Data Science & Machine LearningExperience: 7+ yearsSkills: ["Communication","Collaboration","Mentorship","Leadership","Curiosity"]

Build and deploy end-to-end machine learning models that improve renter acquisition and match the right renters to the right properties. Work across demand, supply, ranking, personalization, renter intent, and marketplace optimization—plus create zero-to-one models where heuristics still exist. As a Staff-level IC, lead high-leverage technical work, apply statistical rigor (causal inference and experimentation), and partner closely with Product, Engineering, Design, Analytics, Marketing, and GTM/Growth.

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FursaFursa
Apartment List
Apartment List
1 week ago

Staff Data Scientist

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live
Reposted: similar role first listed 3 months ago

Job Summary

Build and deploy end-to-end machine learning models that improve renter acquisition and match the right renters to the right properties. Work across demand, supply, ranking, personalization, renter intent, and marketplace optimization—plus create zero-to-one models where heuristics still exist. As a Staff-level IC, lead high-leverage technical work, apply statistical rigor (causal inference and experimentation), and partner closely with Product, Engineering, Design, Analytics, Marketing, and GTM/Growth.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Translate customer, marketplace, and business problems into ML objectives, features, models, and measurement plans.
  • •Deliver and deploy end-to-end ML models from framing and feature engineering through experimentation, launch, monitoring, and iteration.
  • •Build zero-to-one models and improve existing production models across demand, supply, ranking, personalization, renter intent, and marketplace optimization.
  • •Apply statistical rigor using experimentation, causal inference, and tradeoff analysis to drive decision-making.
  • •Lead ambiguous, high-leverage technical work and partner cross-functionally to deliver measurable impact while communicating results to technical and non-technical stakeholders.

Pay and Benefits

Salary: USD 196,000 - 280,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceDentalVisionPaid Leave401kHome OfficeParental Leave

Key Requirements

  • •7+ years of industry experience developing, deploying, and iterating on machine learning models in production.
  • •A degree in Computer Science, Computer Engineering, Mathematics, Statistics, Economics, Physics, or a related quantitative field.
  • •Deep proficiency in Python and SQL, with comfort across the full model development lifecycle.
  • •Experience with standard ML libraries/frameworks such as scikit-learn, XGBoost, TensorFlow, and PyTorch.
  • •Experience working with cloud platforms; GCP experience is preferred but not required.
Experience:7+ years
Education:
Skills:CommunicationCollaborationMentorshipLeadershipCuriosity
Tech Stack:PythonSQLScikit-learnXGBoostTensorFlowPyTorchGCPCloud platformsAirflowDbtMLOpsMachine learningA/B testing

Company Brief

Apartment List
Operates an online rental marketplace that matches renters with apartments through personalized search, listings aggregation, and rental tools. Provides neighborhood guides, pricing insights, and resources to simplify apartment hunting and leasing.
Industry: PropTech
Company Size: Large (251 to 1,000 employees)
Growth: Scaleup
Headquarters: San Francisco, United States
Founded: 2011
WebsiteLinkedIn