LLM（Large Language Model） Engineer, TikTok Search Intern - 2025 Start
Singapore, Singapore
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.
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.
Job stats:
3
0
0
Categories:
Engineering Jobs
NLP Jobs
Tags: Chatbots LLMs Machine Learning ML models RAG Research Semantic Analysis
Perks/benefits: Career development
Region:
Asia/Pacific
Country:
Singapore
More jobs like this
Explore more career opportunities
Find even more open roles below ordered by popularity of job title or skills/products/technologies used.
Sr. Data Engineer jobsData Engineer II jobsStaff Data Scientist jobsBI Developer jobsPrincipal Data Engineer jobsStaff Machine Learning Engineer jobsSenior AI Engineer jobsData Manager jobsData Science Manager jobsData Science Intern jobsPrincipal Software Engineer jobsBusiness Data Analyst jobsJunior Data Analyst jobsData Specialist jobsResearch Scientist jobsData Analyst Intern jobsSoftware Engineer II jobsLead Data Analyst jobsDevOps Engineer jobsSr. Data Scientist jobsData Engineer III jobsAI/ML Engineer jobsJunior Data Engineer jobsData Engineering Manager jobsBI Analyst jobs
Git jobsEconomics jobsLinux jobsOpen Source jobsKafka jobsAirflow jobsHadoop jobsPhysics jobsNoSQL jobsData Warehousing jobsGoogle Cloud jobsRDBMS jobsJavaScript jobsKPIs jobsMLOps jobsScala jobsComputer Vision jobsBanking jobsClassification jobsPostgreSQL jobsData warehouse jobsScikit-learn jobsGitHub jobsTerraform jobsOracle jobs
Streaming jobsR&D jobsSAS jobsPandas jobsPySpark jobsCX jobsScrum jobsBigQuery jobsDistributed Systems jobsData Mining jobsJira jobsMicroservices jobsdbt jobsRobotics jobsLooker jobsRAG jobsReact jobsRedshift jobsJenkins jobsIndustrial jobsUnstructured data jobsMySQL jobsNumPy jobsData strategy jobsE-commerce jobs