ResponsibilitiesAbout TikTokTikTok 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 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 TeamThe TikTok Music Recommendation Team is dedicated to leveraging recommendation-related technologies to continually enhance the music ecosystem of the TikTok and TikTok Music. At the user level, we assist listeners in discovering, enjoying, and utilizing music for video creation through personalized recommendation algorithms. At the musical level, we influence and guide music trends by developing promotional tools and refining promotional strategies, thereby amplifying TikTok and TikTok Music's influence within the music industry.Responsibilities- Understand machine learning techniques and business objectives, end-to-end own recommendation system and responsible for user can better discover and consume music in TikTok.- Build industry leading recommendation systems for providing accurate music recommendations and high-quality music experience during the user's creation process, improving user's creative experience.- Focus on building algorithms for music promotion, guiding music trends and amplifying TikTok Music's influence within the music industry.- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.- Work together with cross functional teams, such as product managers and data analysts, to grow TikTok Muisc business.QualificationsMinimum Qualifications- Bachelor's degree or above majoring in Computer Science, or related fields.- Strong coding skills in at least one of the following programming languages, e.g. Python, Java, C/C++, etc.- Able to break down and solve problems independently with good teamwork and a passion for tackling challenging problems- Excellent business sense and communication skills, able to work with PM to promote business developmentPreferred Qualifications-3 years relevant experience in one or more of the following areas: machine learning, recommendation systems or other related areas, with solid experience with data structures and algorithms.-Familiar with the training and deployment of one or more framework models of TensorFlow/PyTorch/MXNet.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 Transparency】Compensation Description (annually)The base salary range for this position in the selected city is $194000 - $355000 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:1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and3. Exercising sound judgment.
