Data Scientist - Multimedia

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Data-driven problem solving","Experimentation","Measurement (metrics)","Causal inference","Cross-functional collaboration"]

Use data-driven methods to optimize the multimedia content creation experience. Build and monitor experience metrics across creation stages, run experimentation with launch standards, and quantify how creation tool performance affects user behavior like publish rate, retention, and engagement. Apply data mining and modeling to personalize publishing journeys, collaborate with partners on landing solutions, and develop systemic problem-solving approaches using cutting-edge methodologies.

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FursaFursa
TikTok
TikTok
1 month ago

Data Scientist - Multimedia

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Source: Company careers pageValidated by: Fursa AI
Last checked: 17 hours agoStatus: Live

Job Summary

Use data-driven methods to optimize the multimedia content creation experience. Build and monitor experience metrics across creation stages, run experimentation with launch standards, and quantify how creation tool performance affects user behavior like publish rate, retention, and engagement. Apply data mining and modeling to personalize publishing journeys, collaborate with partners on landing solutions, and develop systemic problem-solving approaches using cutting-edge methodologies.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Develop an experience metric system and corresponding monitoring capability across different stages of creation.
  • •Conduct experimentation, define launch standards, and suggest experiment iteration improvements.
  • •Quantify the impact of creation tool performance on user behavior metrics such as publish rate, retention, and engagement.
  • •Use data mining to understand user needs and build models for personalized publishing experiences.
  • •Work with partners to deliver landing solutions that meet evolving product needs and build systemic problem-solving capabilities.

Key Requirements

  • •Experience in data science roles, preferably mobile application performance analysis and user experience optimization.
  • •Experience working with creation-oriented user behavior.
  • •Proficient in SQL and Python, with experience using big data tools such as Hive or Spark.
  • •Strong background in A/B testing, metric design, and causal inference.
  • •Preferred: experience in entertainment/streaming/social applications and working in fast-paced environments with rapid iterations.
Experience:Mobile applicationsEntertainmentStreamingSocial applicationsFast-paced product iterations
Skills:Data-driven problem solvingExperimentationMeasurement (metrics)Causal inferenceCross-functional collaboration
Tech Stack:SQLPythonHiveSparkA/B testingCausal inference

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn