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Building a better way to do business in mobile.

Senior Data Scientist

Data ScientistData ScientistFull TimeRemoteTeam 51-200Since 2014Company SiteLinkedIn

Location

United States

Posted

25 days ago

Salary

$160K - $208K / year

Bachelor Degree5 yrs expEnglishAWSDistributed SystemsPythonSQL

Job Description

• Design, test, and iterate on machine learning models that power recommendation, ranking, routing, and monetization • Own A/B testing strategy and causal measurement for product features and partner performance • Partner with engineers to productionize models and integrate them into live systems • Build analyses, dashboards, and tools that inform product strategy and customer outcomes • Define metrics and success criteria for new initiatives • Deep dive into product and user data to derive actionable insights and size opportunities to improve products, strategy and operations, influencing roadmaps through insights and recommendations • Help establish foundational data practices and help scale our analytics infrastructure to support rapid iteration and decision-making as our products grow leveraging our existing technical stack • Raise the bar for statistical rigor and experimentation across the company

Job Requirements

  • 5+ years applying statistics or machine learning in production environments
  • Deep understanding of experimentation, causal inference, and Bayesian or frequentist methods
  • 3+ years of experience working closely with Product or Engineering teams on API or developer-facing products, with demonstrated impact on product roadmap and strategy
  • Strong Python skills
  • Strong SQL proficiency and proven track record working with large scale datasets
  • Experience with AWS, distributed systems, and high volume data pipelines
  • Experience deploying and maintaining models in production
  • Solid foundation in linear algebra, optimization, and model evaluation
  • Experience with AI/ML operations & tooling: understanding of API rate limiting, inference workload patterns, accelerator management

Benefits

  • Unlimited time off (including birthdays off)
  • Periodic Mental Health Weeks
  • 401(k) plan with 3% company contribution
  • 100% premiums covered for health, vision, and dental insurance for employees
  • 75% premiums covered for dependents
  • Complimentary memberships to One Medical
  • Monthly stipend for mobile phone/internet
  • Annual lifestyle stipend
  • 'All Access' memberships to WeWork in select markets
  • Regular coworking days and social events

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