Mô Tả Công Việc
Analyze requirements, design AI/NLP solutions.
Collaborate with PM and team members to plan and report on implementation progress.
Build and maintain pipelines that process text documents and support efficient information retrieval.
Integrate LLMs with enterprise data sources (databases, APIs, SaaS platforms) and optimize retrieval and inference performance.
Test and improve pipelines, data processing modules, and LLM integration to ensure reliable, scalable, and high-performance systems.
Proactively contribute ideas to improve system architecture and overall project efficiency
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Yêu Cầu Công Việc
Diploma: Bachelor (excluding vocational school graduates).
Major: Computer science/ Software engineer
Working experienced: +3 years
Proficiency in Python and SQL.
Ability to customize and extend low-code platforms (e.g., Dify, N8N).
Experience with vector databases and search techniques (e.g., Weaviate, Pinecone, FAISS, Milvus).
Experience designing and implementing RAG pipelines (e.g., multi-source retrieval, reranking, metadatadriven search).
Experience fine-tuning or adapting LLMs (LoRA, prompt engineering).
Experience with text data processing (preprocessing, metadata tagging, feature extraction, embeddings).
Experience working with GPT-based and open-source LLMs (e.g., OpenAI, LLaMA, Mistral).
Experience deploying on cloud platforms (e.g., Azure, GCP, AWS).
Strong understanding of SaaS integration and hybrid system architecture.
[Nice to have] Experience with search and retrieval systems (e.g., Azure AI Search, Elastic, or hybrid search solutions).
[Nice to have] Understanding of LLM orchestration and product workflows (e.g., multi-step pipelines, chatbot architecture).
[Nice to have] Familiarity with LLM evaluation/testing frameworks (e.g., Ragas, Promptfoo).
[Nice to have] Experience with MLOps practices for LLM (model lifecycle, monitoring, drift detection).
[Nice to have] Experience with CI/CD pipelines (e.g., GitHub Actions).
[Nice to have] Experience with monitoring and logging systems (e.g., Sentry, Grafana).
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Hình thức
Full-time
Mức lương
Thỏa thuận
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