Data Scientist, Growth

Eight Sleep
United States, San Francisco
Workplace: RemoteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsSkills: ["Communication","Problem-solving","Business acumen","Ownership","Presentation"]

Lead growth-focused data science initiatives, owning forecasting, experimentation, and marketing attribution to drive supply chain efficiency and growth. Build production forecasting models, optimize marketing spend beyond Prophet, and design rigorous A/B tests and attribution frameworks to translate data into actionable business insights.

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FursaFursa
Eight Sleep
Eight Sleep
1 year ago

Data Scientist, Growth

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Source: Company careers pageValidated by: Fursa AI
Last checked: 21 hours agoStatus: Live

Job Summary

Lead growth-focused data science initiatives, owning forecasting, experimentation, and marketing attribution to drive supply chain efficiency and growth. Build production forecasting models, optimize marketing spend beyond Prophet, and design rigorous A/B tests and attribution frameworks to translate data into actionable business insights.
Location: United States, San Francisco
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Own complex forecasting challenges that impact supply chain, marketing spend, and growth.
  • •Develop advanced demand forecasting models to prevent stock-outs during peak periods and optimize inventory usage.
  • •Build marketing spend optimization algorithms that incorporate seasonality and cross-channel effects.
  • •Design and implement experimentation frameworks for incrementality testing across marketing channels with rigorous statistics.
  • •Develop marketing attribution models to handle multi-touch customer journeys and attribution challenges.

Pay and Benefits

Perks:Health InsuranceVisionDentalEquityCommuter Benefits

Key Requirements

  • •5+ years of data science experience with demonstrable impact on forecasting and optimization problems
  • •Forecasting expertise with production models handling seasonality and growth trends (bonus for Prophet)
  • •Strong experimentation background with design of A/B tests and incrementality measurement
  • •Advanced Python/R skills plus expert SQL for production pipelines and models
  • •High ownership mentality with comfort in ambiguous problems and high workload during critical periods
Experience:5+ yearsData scienceGrowthForecastingMarketing analytics
Skills:CommunicationProblem-solvingBusiness acumenOwnershipPresentation
Languages:English
Tech Stack:PythonSQLProphetR

Company Brief

Eight Sleep
Eight Sleep makes AI-powered sleep hardware and software (the Pod) that monitors biometrics and adjusts temperature, elevation, and sound to improve sleep and recovery for consumers and clinical applications. Recent expansion targets medical use cases and global retail. ([crunchbase.com](https://www.crunchbase.com/organization/eight-sleep?utm_source=openai))
Industry: Wellness & Preventive Health
Company Size: Medium (51 to 250 employees)
Growth: Scaleup
Valuation: USD 250M to 500M
Funding: Series D
Headquarters: New York, United States
Founded: 2014
Glassdoor
Glassdoor: 3.8
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