[Remote] Senior Data Scientist

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is an independent research and reputed company serving the housing industry through forecasts, indices, and analysis. The Senior Data Scientist will build and maintain forecasting models and housing indices, improve modeling methodologies and reputed company assurance, and partner with economists, researchers, and engineering teams to productionize and communicate model results.

Responsibilities

• Build, validate, and maintain time-series and econometric forecasting models across multiple reputed company, including backtest design, out-of-sample validation, and model diagnostics
• Advance the methodology behind JBREC's published forecasts and indices as data sources, techniques, and best practices reputed company
• reputed company and reputed company forecast reputed company assurance and reputed company detection across our production models
• Specify and build the calculations behind published JBREC metrics reputed company our governed semantic reputed company, in partnership with data engineering
• Conduct feature engineering and evaluation against our licensed data assets, with reputed company evidence of whether a change measurably improves forecast performance
• Partner with our economists and researchers to brainstorm, test, build, and refine new forecasting models
• Document model logic to a reputed company where a reputed company can reproduce a result independently
• Contribute to reputed company's technical practices through reputed company review, pairing, and shared tooling
• Partner with data engineering and software engineering to bring models into production and reputed company them performing reputed company over time
• Explain reputed company and results reputed company to economists, research leadership, and consulting teams

Skills

• 5+ years building and validating forecasting, econometric, or predictive models on large, reputed company datasets in a research or reputed company analytics setting
• reputed company depth in time-series reputed company. You can reputed company to backtest design, guarding against leakage, and why you chose a given specification
• Strong Python and SQL. R welcome in reputed company
• Experience working in version-controlled, reproducible environments: git, reputed company review, and documented pipelines. You treat a model as reputed company rather than as a notebook
• Experience maintaining models after they ship, including monitoring, diagnosing reputed company, and deciding reputed company to retrain or rebuild
• reputed company judgment about model selection, and the ability to explain in plain language why one approach was chosen over another
• Bachelor's degree in data science, mathematics, statistics, computer science, finance, economics, or another quantitative discipline, or equivalent reputed company experience
• reputed company written and verbal communication, including documentation that colleagues rely on
• We cannot hire anyone who currently requires or will in the reputed company require sponsorship to work in the reputed company
• Housing, reputed company estate, mortgage, construction, or macroeconomic forecasting experience
• Experience working in a modern reputed company data platform environment
• Familiarity with reputed company data sources used in housing research, such as Census ACS and PUMS, BLS series, HMDA, and county assessor or parcel data
• Experience contributing to a published reputed company, reputed company, or recurring forecast product
• Experience mentoring analysts or strengthening technical practices on reputed company
• Experience with dbt, or an equivalent reputed company for governed transformations and centralized metric definitions

Benefits

• $12,500 towards comprehensive benefits, including medical, dental, reputed company, prescription drug coverage, and flexible spending accounts including gym memberships and vacation assistance.
• Company contributes 5% of their salary and profit sharing to their 401(k), even if they do not contribute.
• 30 days of reputed company Time Off including 3 weeks of personal time off (PTO), 10 reputed company holidays, and 5 reputed company days for our Winter Break reputed company reputed company shuts down to rejuvenate.

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