Daniel Zhao

Daniel Zhao Daniel Zhao is an influencer

Chief Economist @ Glassdoor

New York City Metropolitan Area
7K followers 500+ connections

About

Helping people find a job and company they love.

Data scientist turned economist, going from helping job seekers via improving the transparency and effectiveness of the job search to sharing Glassdoor's data-driven insights with the public.

Maryland born and raised.

Articles by Daniel

Activity

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Experience

  • Glassdoor

    Glassdoor

    8 years 7 months

    • Glassdoor Graphic

      Chief Economist / Director, Economic Research

      Glassdoor

      - Present 2 months

      New York, New York, United States

    • Glassdoor Graphic

      Lead Economist / Senior Manager, Data Science

      Glassdoor

      - 3 years 2 months

      New York City Metropolitan Area

      • Providing media commentary for top-tier media outlets, including the New York Times, Wall Street Journal, Marketplace, Washington Post, Bloomberg and more. Completed over 500 media interviews.
      • Appeared on live TV for several dozen interviews, including on Bloomberg, CNN, FOX Business and more.
      • Managing team of 2 other economists and our team's annual intern program
      • Producing original research to expose interesting insights and recommendations for employers and jobseekers…

      • Providing media commentary for top-tier media outlets, including the New York Times, Wall Street Journal, Marketplace, Washington Post, Bloomberg and more. Completed over 500 media interviews.
      • Appeared on live TV for several dozen interviews, including on Bloomberg, CNN, FOX Business and more.
      • Managing team of 2 other economists and our team's annual intern program
      • Producing original research to expose interesting insights and recommendations for employers and jobseekers, writing almost 200 research pieces since 2018

    • Glassdoor Graphic

      Senior Economist / Lead Data Scientist

      Glassdoor

      - 2 years 1 month

      San Francisco, California, United States

      • Providing media commentary for top-tier media outlets, including the New York Times, Wall Street Journal, Marketplace, Washington Post, Bloomberg and more. Completed over 400 media interviews.
      • Appeared on live TV for several dozen interviews, including on Bloomberg, CNN, FOX Business and more.
      • Acting as team lead, setting the research agenda and managing team of 2 other economists
      • Producing original research to expose interesting insights and recommendations for employers and…

      • Providing media commentary for top-tier media outlets, including the New York Times, Wall Street Journal, Marketplace, Washington Post, Bloomberg and more. Completed over 400 media interviews.
      • Appeared on live TV for several dozen interviews, including on Bloomberg, CNN, FOX Business and more.
      • Acting as team lead, setting the research agenda and managing team of 2 other economists
      • Producing original research to expose interesting insights and recommendations for employers and jobseekers
      • Acting as subject matter expert on Glassdoor data and insights for external and internal audiences

    • Glassdoor Graphic

      Senior Economist / Senior Data Scientist

      Glassdoor

      - 1 year 9 months

      San Francisco Bay Area

      • Producing original research to expose interesting insights and recommendations for employers and jobseekers
      • Acting as subject matter expert on Glassdoor data and insights for external and internal audiences
      • Providing media commentary for top-tier media outlets, including the New York Times, Wall Street Journal, Marketplace, Washington Post, Bloomberg and more.
      • Publishing, maintaining and improving Glassdoor's Job Market Report as data product owner

    • Glassdoor Graphic

      Senior Data Scientist

      Glassdoor

      - 1 year 8 months

      San Francisco Bay Area

      • Designed and analyzed A/B tests for Glassdoor's jobs product and mobile app in Python/SQL/Excel
      • Created and updated forecasts for several different B2C functions. Designed and built new datasets and dashboards to enable real-time tracking of key forecast metrics
      • Led quarterly planning process for B2C DS team
      • Revamped and led summer intern recruiting efforts
      • Onboarded and mentored new employees on technologies, team best practices, and project management

  • Wayfair

    Wayfair

    2 years 7 months

    • Wayfair Graphic

      Senior Data Scientist

      Wayfair

      - 1 year 5 months

      Boston, MA

      Quantitative/Analytical Experience
      • Developed random forests model in Python/scikit-learn to predict unsubscription from marketing emails
      • Constructed reinforcement learning framework for personalized email send time optimization
      • Independently led feature development and managing operations for email frequency personalization system in Python/SQL, sending tens of millions fewer emails weekly with no long-term revenue decline
      • Designed and analyzed marketing A/B tests for email,…

      Quantitative/Analytical Experience
      • Developed random forests model in Python/scikit-learn to predict unsubscription from marketing emails
      • Constructed reinforcement learning framework for personalized email send time optimization
      • Independently led feature development and managing operations for email frequency personalization system in Python/SQL, sending tens of millions fewer emails weekly with no long-term revenue decline
      • Designed and analyzed marketing A/B tests for email, display advertising, storefront, etc. in R/SQL/Excel

      Leadership Experience
      • Acted as interim team manager during reorg, directly managing a coop and working as project team lead across multiple personalization-related projects ranging from infrastructure to modelling/research to testing/reporting
      • Advised business partners across seniority level and functions on technical product implementation and strategy
      • Onboarded and mentored new employees on technologies, team best practices, and project management
      • Participated in recruiting: attended all Harvard career fairs and reviewed all resulting resumes, conducted 30+ interviews

    • Wayfair Graphic

      Data Scientist

      Wayfair

      - 1 year 3 months

      Boston, MA

  • Harvard University Graphic

    Teaching Fellow and Grader

    Harvard University

    - 2 years 2 months

    Cambridge, MA

    • Taught biweekly Python lab for Introduction to Applied Math and provided biweekly office hours
    • Wrote solutions and graded for 3 courses including introductory finance/economics
    • Awarded Harvard University Certificate of Distinction in Teaching

  • Intern

    Planning Solutions Group LLC

    - 4 months

    Fulton, MD

    • Taught myself VBA to automate trade data collection, compilation and compliance review
    • Created financial calculators in Excel for client-advisor use
    • Collected financial data on client and firm holdings

Education

  • Harvard University Graphic

    Harvard University

    Bachelor of Arts (B.A.) Applied Mathematics

    -

    Activities and Societies: Harvard Debate Council, Veritas Financial Group

  • Glenelg High School

    -

    -

    Activities and Societies: President of the Glenelg Debate Team, National Honor Society

Volunteer Experience

  • Citizen Teacher

    Citizen Schools

    - 6 months

    Education

    • Teaching entrepreneurship skills to 18 Boston Public School 6th graders
    • Adapting curriculum to student and organization-specific needs

Skills

Projects

  • WeCott

    WeCott is a platform that empowers people by helping them organize boycotts for causes they believe in. With WeCott, readers can share information, resources, learn about alternative products/services, and track their efforts to affect change.

    Other creators
    See project

Languages

  • English

    Native or bilingual proficiency

  • Chinese

    Elementary proficiency

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