AI Engineer (LLM & Data Applications)
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Key skills for this role
About the Role
Design and develop AI applications using LLMs, optimize workflows, integrate text-to-SQL models, and collaborate with teams while maintaining scalable Python code.
Key Skills for This Role
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Overview
- Design and develop AI-driven applications leveraging LLMs (OpenAI, Hugging Face models, or local LLMs)
- Build and optimize workflows using frameworks like
LangChain, LlamaIndex, or Haystack
- Engineer effective prompts for various use cases, ensuring accuracy and consistency
- Integrate
- text-to-SQL models
- to convert natural language queries into database operations
- Work with
- vector databases
- (FAISS, Chroma, Pinecone) for semantic search and retrieval tasks
- Implement document processing pipelines including
- PDF ingestion, text chunking, and embedding generation
- Generate interactive data visualizations using
- Plotly, Vega-lite, or JSON-based charting tools
- Collaborate with data engineers, analysts, and product teams to deliver robust AI solutions
- Maintain clean, modular, and scalable Python code
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