Machine Learning Engineer - AI Search (ByteDance Singapore)
Tasks
- Apply reinforcement learning
- Build AI search agents
- Collaborate with cross-functional teams
- Conduct semantic analysis
- Enhance LLM query understanding
- Improve retrieval and ranking algorithms
- Optimize LLM inference
- Optimize RAG and LLM pipelines
- Train and fine-tune LLMs
- Translate research to production
Perks/Benefits
- N/A
Skills/Tech-stack
Agent Frameworks | Algorithms | C plus plus | Data Structures | Fine Tuning | Graph Algorithms | Human Feedback | Inference Optimization | Knowledge representation | Language Models | Large Language Models | Learning from Human Feedback | Machine Learning | Memory | Planning | Prompt engineering | Python | RAG | Reinforcement Learning | Reinforcement Learning from Human Feedback | Retrieval Algorithms | Semantic Analysis | Supervised Fine Tuning | Tool use
Education
N/A
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