Machine Learning Engineer (AI Search) - TikTok Search
Tasks
- Apply reinforcement learning and knowledge representation
- Build AI Search Agents with planning memory and tools
- Collaborate on product upgrades
- Conduct semantic analysis
- Develop decision-making solutions
- Enhance LLM-based query understanding
- Ensure accurate search results
- Improve retrieval and ranking algorithms
- Optimize RAG and LLM pipelines
- Train and optimize LLMs
- Translate research into production
Perks/Benefits
- N/A
Skills/Tech-stack
Automated decision making | Chatbot | Decision Making | Fine Tuning | Inference Optimization | Knowledge representation | LLM | Language Processing | Model Fine-tuning | Multi-turn conversation | Multi-turn conversation processing | Natural Language | Natural Language Processing | RAG | Reinforcement Learning | Search Algorithms | Semantic Analysis
Education
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