Tiktok - San Jose, CA

posted 4 days ago

Full-time - Mid Level
San Jose, CA
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. As part of the TikTok Monetization Products data science team, we are dedicated to enabling and championing data-driven decision-making. Our vision is to become a world-class data science team, where data is rigorously used to drive all decision-making processes. Our mission focuses on driving monetization and sustainable revenue growth for TikTok through innovative data science solutions. In light of TikTok's rapid global growth, we are building an industry-leading ads measurement product. The Lift Measurement team's primary goal is to assist marketers in realizing the true business value generated by TikTok across all their paid channels. To achieve this, we are developing a suite of incrementally measurement products. We are seeking an experienced data scientist who will focus on building digital ad measurement products by applying experimental design and causal inference approaches. This role is crucial in helping advertisers measure their true business value on the TikTok platform. As a Data Scientist in this role, you will be responsible for designing and analyzing lift experiments to drive product improvements in collaboration with cross-functional teams. You will conduct research and analysis to enhance the lift experimentation platform using experimental design and causal inference methods. Identifying opportunities to build new or enhance existing ad measurement products will be a key part of your responsibilities. You will also develop and validate new approaches to address measurement challenges based on statistically rigorous solutions. Building strong cross-functional relationships with engineers, product managers, product marketing, and other key stakeholders will be essential to identify opportunities for product improvement, drive product launches, and influence product roadmaps.

Responsibilities

  • Design and analyze lift experiments to drive product improvements with cross-functional teams
  • Conduct research and analysis to improve the lift experimentation platform using experimental design and causal inference methods
  • Identify opportunities to build new or enhance ad measurement products
  • Develop and validate new approaches to address measurement challenges based on statistically rigorous solutions
  • Build cross-functional relationships with engineers, product managers, product marketing and other key stakeholders to identify opportunities to improve products, drive product launches and influence product roadmaps

Requirements

  • 3+ years industry experience and advanced degree in quantitative discipline (e.g., Statistics, BioStatistics, Political Science, Economics, Quantitative Social Sciences, Computer Science, Mathematics, Physics) or equivalent practical experience
  • Extensive knowledge and experience in statistical methodologies, especially hypothesis testing, experimental design and causal inference
  • Proven experience in querying and analyzing large datasets using SQL/Hive, and proficient in scripting languages like Python/R
  • Strong analytical and strategic thinking with demonstrated product sense and leadership in working environment
  • Able to work independently in an innovative and fast-paced environment
  • Knowledge or experience in digital advertising measurement (Brand or DR) is a plus
  • Knowledge or experience with privacy technologies is a plus (e.g., secure multi-party computation techniques, differential privacy, federated learning)

Nice-to-haves

  • Knowledge or experience in digital advertising measurement (Brand or DR)
  • Knowledge or experience with privacy technologies (e.g., secure multi-party computation techniques, differential privacy, federated learning)

Benefits

  • 100% premium coverage for employee medical insurance
  • Approximately 75% premium coverage for dependents
  • Health Savings Account (HSA) with a company match
  • Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans
  • Flexible Spending Account (FSA) Options like Health Care, Limited Purpose and Dependent Care
  • 10 paid holidays per year
  • 17 days of Paid Personal Time Off (PPTO)
  • 10 paid sick days per year
  • 12 weeks of paid Parental leave
  • 8 weeks of paid Supplemental Disability
  • Mental and emotional health benefits through EAP and Lyra
  • 401K company match
  • Gym and cellphone service reimbursements
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