TikTok

Responsibilities

About TikTok

TikTok 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 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 USDS

At TikTok, we're committed to a process of continuous innovation and improvement in our user experience and safety controls. We're proud to be able to serve a global community of more than a billion people who use TikTok to creatively express themselves and be entertained, and we're dedicated to giving them a platform that builds opportunity and fosters connection. We also take our responsibility to safeguard our community seriously, both in how we address potentially harmful content and how we protect against unauthorized access to user data.

U.S. Data Security (“USDS”) is a standalone entity of TikTok in the U.S. This new security-first division was created to bring heightened focus and governance to our data protection policies and content assurance protocols to keep U.S. users safe. Our focus is on providing oversight and protection of the TikTok platform and user data in the U.S., so millions of Americans can continue turning to TikTok to learn something new, earn a living, express themselves creatively, or be entertained. The teams within USDS that deliver on this commitment daily span Trust & Safety, Security & Privacy, Engineering, User & Product Ops, Corporate Functions and more.

Our US Data Security Safety team provides key support for TikTok’s innovative initiatives, state-of-the-art products, and integrated platforms servicing our US market. As an AI/ML Specialist, you will be responsible for training our USDS Trust and Safety AI models (CV, OCR, NLP, Audio, Multimodel) to ensure accurate and efficient detection of unsafe content. You will work with the algorithm engineers, the ops/labeling team, and the product & process team to design and improve machine learning model operation processes. This role is crucial in ensuring the quality and relevancy of input into the model which will impact the overall safety of our users. In order to enhance collaboration and cross-functional partnerships, among other things, at this time, our organization follows a hybrid work schedule that requires employees to work in the office 3 days a week, or as directed by their manager/department. We regularly review our hybrid work model, and the specific requirements may change at any time.

Responsibilities

• Manage and optimize DataOps procedures, ensuring standardization and stability of features for model lifecycle operation.
• Develop a model assurance framework to make the model deployment process transparent and compliant
• Collaborate with Algo R&D and engineers to understand and implement complex ML frameworks.
• Monitor and report on model performance, identify areas for improvement, and implement necessary adjustments via solid root cause analyses.
• Establish MLOps policies and ensure their adherence across all data and ML initiatives.
• Troubleshoot moderation system issues by effectively communicating technical/business details to various stakeholders
• Collect and provide quantitative and qualitative information to measure the risk of model launches and answer strategic business questions

Qualifications

• Bachelor's degree in Computer Science, Statistics, Data Science, Business Analytics, or a related field.
• 6+ years of industry experience in data science, quantitative analysis, and machine learning experience to build ML-driven products for solving business problems
• Extensive experience in machine learning, data science, and data governance.
• Proven experience in program management, typically ranging from 3 -4 years, depending on the complexity and size of the programs managed.
• Experience in utilizing SQL/Python to extract, manipulate, and analyze datasets.
• Experience in leading cross-functional teams and managing multiple projects simultaneously.
• Strong interest in and knowledge of AI models (CV, NLP, OCR, Audio and Multimodel); Passionate about technology, product, and innovation; Familiarity with SQL and Python (i.e. Numpy, pandas, etc.), machine learning frameworks (i.e., TensorFlow, PyTorch, or scikit-learn etc.); Having experience in developing/implementing large models(e.g. BERT, GPT, T5, etc.) is a plus.
• Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.
• Good communication skills and enjoy working with diverse teams globally.

Preferred Qualifications

• An advanced degree (Master's, PhD) is preferred
• 4+ years of experience in implementing MLOps or DataOps process
• Passion for social technology products and a curiosity to learn and grow with a fast-paced company.
• Experience working with international partners in different time zones.

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.

Accommodation Statement

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 usds.accommodations@tiktokusds.com