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Cotality

Principal Machine Learning Scientist

RemoteUnited States only
Published
Role
AI / ML
Experience
Lead
Employment
Full-time
Company size
Enterprise
$134.4k–$190k/yr
Check eligibility

Open to US only. Set where you work from to check your eligibility.

No BS summary

Principal-level ML scientist for property/real-estate analytics. Needs 7+ years ML/data-science experience, strong Python/SQL and big-data/cloud (GCP/AWS) skills. Remote (US-typed benefits) and real-estate/mortgage domain experience preferred.

Core skills

machine learningfeature engineeringProperty/Real Estate Forecasting

Required skills

PythonSQLBigQueryDataPrepJupyter Notebookdeep learninglogistic regressionsupport vector machinesboosting treesclusteringmodel evaluationstatistical techniquesdata miningcloud platform (AWS)cloud platform (GCP)model validationPredictive/Forecasting Models

Optional skills

experience in real estate and mortgage datapatents and publications in data scienceAWSGCPcloud-based analytics sandboxpatents and publications

What you'll do

  • Create data derivation and linkage through algorithms and/or data rules.
  • Create and select predictive features from raw data.
  • Create model reports for stakeholder review and model documentation.
  • Perform pattern recognition model creation and training using various algorithms and machine learning techniques.
  • Develop analytics using Python, SQL and big data tools such as BigQuery, DataPrep and Jupyter Notebook.
  • Perform complex data analysis on large volumes of property and consumer data and present model performance to stakeholders.
  • Provide data science and analytic support for the Enterprise Data Solutions Group (EDSG) and interact with other EDSG teams and business units.
  • QA and analyze large amounts of data to create appropriate data sets for model building.
  • Prepare and maintain programs and documentation for analytic models.
  • Conduct defined quantitative and qualitative research projects independently and communicate research results to stakeholders.
  • Act as a consultant to EDSG’s data management and data technology teams.
  • Lead and provide technical leadership on data science projects with other data scientists, data engineers, and data analysts.
  • Perform pattern recognition model creation and training using various algorithms and machine learning techniques (clustering, logistic regression, deep learning, SVM, boosting trees, supervised and unsupervised models).
  • Develop analytics using Python, SQL and big data tools such as BigQuery(BQ), DataPrep and Jupyter Notebook.
  • Provide data science and analytic support for the Enterprise Data Solutions Group (EDSG) and interact with other EDSG teams as well as other business units.

What they require

  • Master’s Degree or higher in economics, artificial intelligence, data science, computer science, math, statistics or engineering field, or equivalent work experience.
  • 7+ years of directly related experience.
  • Strong problem solving and analytical ability.
  • Strong communication skills.
  • Demonstrated knowledge of statistical techniques.
  • Data mining/data analysis experience.
  • Strong working knowledge in multiple analytic development tools, statistical tools, programming languages, and big data tools.
  • Working knowledge in cloud platform (e.g. AWS, GCP), cloud-based sandbox environment and analytics sandbox and libraries.
  • Ability to work collaboratively with cross-function teams and business units.
  • Demonstrated general business acumen; experience working in a real estate and mortgage related data industry a plus.
  • Ability to lead small team in technical projects.
  • Patents and publications in data science field a plus

Benefits

  • Generous PTO and 11 paid holidays, plus well-being and volunteer time off.
  • Up to 16 weeks of fully paid parental leave and a baby stipend.
  • Multiple medical plan options with mental health and wellness support offerings.
  • 401(k) with company match and vesting after one year.
  • $400 annual well-being stipend and tuition assistance up to $5,250.
  • Recognition Rewards, Referral bonuses, exclusive discounts and more.
  • Flexible working model

At Cotality, we are driven by a single mission—to make the property industry faster, smarter, and more people-centric. Cotality is the trusted source for property intelligence, with unmatched precision, depth, breadth, and insights across the entire ecosystem.

Real Estate / PropTechEnterprise
$134.4k–$190k/yr