高级算法工程师(Nlp方向)
Tasks
- Build Retrieval Augmented Generation systems
- Build high-quality datasets for training
- Create labeling standards
- Design NLP model architectures and strategies
- Develop NLP algorithm modeling and optimization
- Develop and integrate MCP client server components
- Engineer NLP solutions for production monitoring systems
- Implement vector database integration for retrieval and long term memory
- Iterate algorithms using feedback data
- Optimize NLP models for social media data
- Research and apply LLM and multimodal methods for opinion analysis
- Test and evaluate model performance
- Tune prompts for business requirements
Perks/Benefits
- N/A
Skills/Tech-stack
Agent memory | CUDA | Chroma | Deep learning | Dify | FastGPT | FlowRAG | High Performance | High-Performance Computing | LangMem | Langchain | Language Model | Language Processing | Large Language Model | LoRA | MCP | Machine Learning | MemGPT | Milvus | Multimodal modeling | Natural Language | Natural Language Processing | Performance Computing | Pinecone | Prompt engineering | Retrieval-Augmented Generation | TensorRT | Vector Database | Weaviate | Zep
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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