Responsibilities
Team Introduction The Multimedia Data Scientist team at TikTok focuses on optimizing the app experience for users through data-driven solutions. Collaborating with various teams to enhance content creation journeys, utilizing statistical models and data mining techniques to identify opportunities for personalized user publishing experiences.
- Develop the experience metric system and the corresponding monitoring capability across different stages of creation
- Conduct experimentation, define launch standards and provide suggestions on experiment iterations
- Quantify the impact of creation tool performance on user behavior, such as publish rate, retention, and engagement
- Use data mining for understanding user needs and build models that enable personalized publishing experience
- Work with various partners on landing solutions that meet the needs for evolving products
- Build systemic problem solving capability and research on cutting-edge methodologies
Minimum Qualifications
- Experience in data science roles, preferably working on mobile application performance analysis and user experience optimization
- Experience working with creation-oriented user behavior
- Proficient in SQL and Python; experience with big data tools such as Hive or Spark.
- Strong background in A/B testing, metric design, and causal inference.
Preferred Qualifications
- Experience within the entertainment industry, streaming, social applications
- Experience working in a fast-paced environment with rapid product iterations
Diversity & Inclusion
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Accommodation
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at
Job Information
Compensation Description (Annually)
The base salary range for this position in the selected city is $95000 – $ annually. Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure). The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
- Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
- Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
- Exercising sound judgment.