Description
About the team
Our Search Team is responsible for TikTok search LLM application algorithms, covering multiple scenarios including AI Search, and TikTok AI Bot. We generate search question-answer cards to provide a better search experience and develop TikTok's official AI assistant, applying LLM ChatBot capabilities to help users better utilize TikTok. By closely integrating with business scenarios, we connect people, information, and services, driving TikTok's business growth.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally.
Applications will be reviewed on a rolling basis - we encourage you to apply early.
Successful candidates must be able to commit to at least 3 months long internship period.
Responsibilities
- Build large-scale high-quality data, train and optimize machine learning models for search, integrate state-of-the-art large language models (LLMs) into traditional video search systems, and reduce costs and latency through self-developed models and inference optimization.
- Utilize LLMs to understand users' complex queries, support multi-round conversations, conduct semantic analysis on queries and documents, and provide users with accurate and objective search results.
- Establish an AI search infrastructure, optimize the retrieval and ranking algorithms in Retrieval Augmented Generation (RAG), be responsible for the training and optimization of the large language models used for answer generation, and enhance the richness of search results and structured presentation.
- Collaborate closely with team members to transform research findings into practical applications and drive the innovation and upgrade of products.Minimum Qualifications
- Bachelor degree or above in the field of computer science or a related technical discipline
- Proficient coding skills and strong algorithm & data structure using C++/Python/Java
Preferred Qualifications
- Effective communication and teamwork skills
- Have a solid foundation in algorithms related to LLMs, including but not limited to comprehensive learning and practical experience in areas such as single-modal/multi-modal LLM training, deployment, and knowledge
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.
If you have any questions, please reach out to us at apac-earlycareers@tiktok.com
Our Search Team is responsible for TikTok search LLM application algorithms, covering multiple scenarios including AI Search, and TikTok AI Bot. We generate search question-answer cards to provide a better search experience and develop TikTok's official AI assistant, applying LLM ChatBot capabilities to help users better utilize TikTok. By closely integrating with business scenarios, we connect people, information, and services, driving TikTok's business growth.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally.
Applications will be reviewed on a rolling basis - we encourage you to apply early.
Successful candidates must be able to commit to at least 3 months long internship period.
Responsibilities
- Build large-scale high-quality data, train and optimize machine learning models for search, integrate state-of-the-art large language models (LLMs) into traditional video search systems, and reduce costs and latency through self-developed models and inference optimization.
- Utilize LLMs to understand users' complex queries, support multi-round conversations, conduct semantic analysis on queries and documents, and provide users with accurate and objective search results.
- Establish an AI search infrastructure, optimize the retrieval and ranking algorithms in Retrieval Augmented Generation (RAG), be responsible for the training and optimization of the large language models used for answer generation, and enhance the richness of search results and structured presentation.
- Collaborate closely with team members to transform research findings into practical applications and drive the innovation and upgrade of products.Minimum Qualifications
- Bachelor degree or above in the field of computer science or a related technical discipline
- Proficient coding skills and strong algorithm & data structure using C++/Python/Java
Preferred Qualifications
- Effective communication and teamwork skills
- Have a solid foundation in algorithms related to LLMs, including but not limited to comprehensive learning and practical experience in areas such as single-modal/multi-modal LLM training, deployment, and knowledge
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.
If you have any questions, please reach out to us at apac-earlycareers@tiktok.com
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