Machine Learning Engineer (AI Search) - TikTok Search
Tasks
- Apply reinforcement learning and knowledge representation
- Build AI Search Agents with planning memory and tool-use
- Conduct semantic analysis on queries and documents
- Enhance LLM-based query understanding
- Improve retrieval and ranking algorithms
- Optimize RAG and LLM pipelines
- Train and optimize LLMs for answer generation
- Translate research into production
Perks/Benefits
- N/A
Skills/Tech-stack
Agent | Chatbot | Inference Optimization | Knowledge representation | LLM | ML frameworks | NLP | Python | RAG | Reinforcement Learning | Search Algorithms | Semantic Analysis
Education
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