Senior Data Scientist, TikTok Music

ResponsibilitiesAbout TikTok:TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join Us:Creation 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:TikTok-Data Science-Music team is responsible for building the music ecosystem and the artist service in TikTok, cooperating with all key value chains in TikTok. The goal of the team is to generate actionable insights from data and help the stakeholders to make the right decisions. Our main tasks include metrics defining, causal inference like experimentation methodology and causal discovery, feature/strategy evaluation, exploratory analysis and building some data products.ResponsibilitiesResponsible for Data Analysis of Internationalization music business, helping TikTok build a better artist service system and experience a better music ecosystem.Analyze the factors affecting the improvement and growth of the product, the details of each business, and give a feasible overall product optimization plan in combination with the business direction.Collaborate with product/operation/R & D to promote the implementation of optimization plans and bring actual improvement and growth to the business.Responsible for the design and analysis of various A/B experiments in the business, the evaluation of product optimization effect, the analysis and evaluation of market activities, the analysis of core index anomalies, and the evaluation of the effect of the client version.Responsible for the design of the index system and the construction of the data system in the business, and improving the data decision-making efficiency of the business team.QualificationsMinimum QualificationsBachelor's degree in data science, statistics, econometrics, quantitative sociology or a related scientific major, with 3+ years of related work experience.Expertise in SQL and programming in Python or R.Strong analytical and causal reasoning mindset, and rigidity on statistical correctness.Experience designing and analyzing A/B experiments, evaluating product optimization effects, and analyzing market activities.Ability to analyze factors affecting product improvement and growth, and develop feasible optimization plans.Preferred QualificationsUnderstanding of the music industry and experience with internationalization of music business.Experience in designing index systems and constructing data systems to improve data decision-making efficiency.Proven ability to collaborate with various stakeholders to promote and implement optimization plans that drive business growth.Strong communication and teamwork skills.Passion about social products and curiosity to deep dive.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 https://shorturl.at/cdpT2Job Information:For Pay TransparencyThe base salary range for this position in the selected city is $176355 - $329000 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.Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life. We offer the following benefits to eligible employees:We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match. As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements. 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:Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment: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;Exercising sound judgment.

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