Data Scientist - Machine Learning
Responsibilities
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 the Team
Our Data Science team is responsible for developing state-of-the-art machine learning models and algorithms to protect our platform and users from the content and behaviors that violate community guidelines and related regulations.
With the continuous efforts from our team, TikTok is able to provide the best user experience and bring joy to everyone in the world.
Responsibilities
- Design and develop data collection pipelines to gather and preprocess diverse datasets from various sources.
- Design and develop data processing pipelines, including data labeling, data filtering, data cleaning, data visualization, data auditing, etc.
- Implement machine learning models to improve the quality and diversity of data.
- Develop machine learning models and algorithms to detect the issues of the current moderation system and also the TikTok ecosystem.
Qualifications
Minimum Qualifications
- Major in computer science, or any other related technical discipline;
- Strong proficiency in building large-scale data processing pipelines, familiar with distributed workload (e.g., multiprocessing).
- Proficiency in at least one programming language commonly used in machine learning, such as Python and ability to write clean, maintainable code.
- Proficiency in at least one deep learning framework, such as PyTorch.
- At least 3 years of experience in at least one of the following areas : machine learning, pattern recognition, NLP, data mining, multimodality, LLM.
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 / cdpT2
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