Research Scientist, Multimodal Machine Learning - Trust and Safety

Join us.

Our Trust and Safety team is fast growing and responsible for building machine learning models and systems to protect our users from the impact of negative content . Our mission is to protect billions of users and publishers across the globe every day. We embrace state-of-the-art machine learning technologies and scale them to moderate the tremendous amount of data generated on the platform. With the continuous efforts from our team, TikTok is able to provide the best user experience and bring joy to everyone in the world.

The achievement of our mission relies on comprehensive understanding of content on the platform. We are looking for talented research scientists to help us enhance our content understanding techniques which are used in a variety of downstream business projects. We expect you to have solid experience in content understanding domain including but not limited to CV, NLP, Multimodal, and LLM. This position will work with a team of excellent research scientists and machine learning engineers to propose, develop, and implement innovative content understanding models and scale them to improve the experience of billions of Tiktok users around the world.

Responsibilities - What You'II Do
• Work with team members to design and develop next generation CV/NLP/Multimodality/LLM models.
• Work with engineering teams to implement and deploy the model for scalable online serving.
• Work with business partners to understand the business challenges and propose solutions.
• Collaborate with product team to define objectives and improve trust and safety strategy.

Qualifications

Minimum Qualification
- PhD degree focusing on, or Master degree with at least 2 years of practical experience in one or more areas of content understanding, including but not limited to:
- Multimodal understanding, such as video representation learning, temporal action localization, etc.
- Vision <> language, such as image/video captioning, retrieval, VQA, etc.
- Large language model domain adaption, such as SFT, LORA, etc.

Preferred Qualifications
- Experience in LLM, multimodal modeling, representation learning is a plus.
- Experience in working with XFN in an agile environment and ability to deliver in a fast-paced environment.
- Proven record of research experience demonstrated by peer-reviewed publications in top AI/ML conference(s).

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 gprd.accommodations@tiktok.com.

Job Information

[For Pay Transparency] Compensation Description (annually)

The base salary range for this position in the selected city is $145000 - $250000 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.