Lead Data Scientist

3 weeks ago

Seattle WA, United States TikTok Full time

DescriptionAbout TikTokTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.About the TeamOur team plays a crucial role in ensuring the company’s success. We seek people who are willing to learn and put in the effort to solve problems. Our challenges are not your regular day-to-day problems - you’ll be part of a team that’s developing new solutions to new challenges. It’s working fast, at scale, and we’re making a difference. We are looking for talents to join us on this exciting journey Responsibilities- Develop long-range business forecast models and run scenario analysis to understand the implications of a variety of business decisions on key metrics and share the insights with cross-functional team to influence strategic decisions.- Develop analytic framework in partnership with internal teams to quantify business impact, diagnose issues, and to bring insights using internal and external data.- Define core metrics, build essential data tracking dashboard, and identify opportunities from our database and convert the insights into real changes/new features.- Influence stakeholders through data-based recommendations and mobilize cross-functional teams by telling compelling stories with data to drive business impact and innovative breakthrough.- Conduct experimentations to analyze user behavior and optimize for the best outcome regarding core metrics.- Improve data foundations and excel in product logic thinking using data-driven analysis and brings distinctive problem-solving skills and impeccable business judgment.- Define KPIs and develop analytic framework to evaluate on-platform assets engagement and drive continuous UI/UX iterations via A/B testing.- Apply quantitative analysis, experimentation, data mining, and the presentation of data to develop strategies for our products.- Apply quantitative analysis to understand data, provide actionable insights, and measure the data through experimentation and causal inference.- Build classification and clustering machine learning models to understand data characteristics.- Partner with Product, Engineering, User Research, Designer and other teams to solve problems and identify trends and opportunities.- Work with large, complex data sets to solve difficult, non-routine analysis problems by applying advanced analytical methods as needed.- Interact cross-functionally, making business recommendations (e.g., cost-benefit, forecasting, experiment analysis) with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information.QualificationsQualificationsMust have a Master’s degree in Computer Science, Engineering (any), Information Technology, Information Systems Management, Data Science, Data Analytics, Machine Learning, Statistics, Mathematics, Finance, or a related quantitative field, and 3 years of related work experience; OR a Bachelor’s degree in Computer Science, Engineering (any), Information Technology, Information Systems Management, Data Science, Data Analytics, Machine Learning, Statistics, Mathematics, Finance, or a related quantitative field, and 6 years of related work experience, out of which 5 years must be post-bachelor’s, progressive related work experience.Of the required experience, must have 3 years of experience in each of the following:- Leveraging advanced data gathering, processing, and analysis techniques to develop and deliver data-driven recommendations to support and influence business decisions;- Conducting forecasting and experiment analysis with presentations through visual displays of quantitative information, using visualization tools Tableau and Excel;- Researching and developing analyses, forecasting, and optimization methods to improve product quality using SQL, time series, and causal inference experiments;- Conducting exploratory and predictive analysis using Python, R, and Scala programming languages;- Cleaning and processing data using relational databases and Hadoop Systems; and- Building clustering and classification machine learning models.Type: Full time, 40 hours/weekLocation: Bellevue, WASalary Range: $190950 - $375516 per yearTo Apply, click the apply button below. Contact lpresumes@tiktok.com if you have difficulty submitting resume through the website.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.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 lpresumes@TikTok.com.#LI-DNI#IND-DNIRegularExperienced

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