Machine Learning Engineer, AI Search (ByteDance Singapore)
Tasks
- Apply reinforcement learning for complex problem solving
- Build AI search agents end to end
- Develop RAG systems for accurate real time responses
- Optimize LLM inference pipelines
- Optimize retrieval and ranking algorithms for search
- Perform semantic analysis on queries and documents
- Process multi turn conversations for query understanding
- Train and fine-tune LLMs for answer generation
- Translate research innovations into production
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Fine Tuning | Graph Algorithms | Human Feedback | Inference Optimization | Knowledge representation | LLM Inference | LLM Inference Optimization | Language Models | Language Processing | Large Language Models | Learning from Human Feedback | Machine Learning | Natural Language | Natural Language Processing | Planning | Prompt engineering | Python | RAG | Ranking algorithms | Reinforcement Learning | Reinforcement Learning from Human Feedback | Retrieval Algorithms | Semantic Analysis | Supervised Fine Tuning | Tool use
Education
N/A
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