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Data Scientist for User Experience Optimization
1 week ago
TikTok is a global platform that inspires creativity and brings joy. Our mission is to provide an inclusive space where employees are valued for their skills, experiences, and unique perspectives. To achieve this goal, we strive to create an environment that reflects the many communities we reach.
About UsWe are committed to celebrating our diverse voices and creating an atmosphere where every challenge is an opportunity for growth. At TikTok, status quo is never acceptable, and courage is always necessary to drive impact - for ourselves, our company, and the communities we serve.
Job DescriptionThe Multimedia Data Scientist team plays a crucial role in optimizing app experience related to performance for TikTok users. We collaborate with teams across the content creation and consumption ecosystem to provide end-to-end, data-driven optimization solutions.
Responsibilities- Develop a comprehensive experience metric system and monitoring capability
- Conduct experimentation, define launch standards, and provide suggestions for experiment iterations
- Define the data science work plan for a domain or sub-direction of app experience, uncovering and quantifying opportunity areas with statistical models and visualization
- Use data mining to understand user needs and build models that enable personalized experience
- Work with various partners to land solutions that meet evolving product needs
- Build systemic problem-solving capability and research cutting-edge methodologies
To succeed in this role, you will require:
- At least one year of hands-on experience in developing statistical models and implementing data science solutions
- A Master's or Ph.D. in Statistics, Mathematics, or a similar field
- Solid skills in Python, SQL, and experience working with large data sets, familiar with Hive
- Experience within the entertainment industry, streaming, or social applications will be advantageous