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Socium - Teams Done Differently

RAG Engineer

3-5 Years

This job is no longer accepting applications

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  • Posted 9 months ago

Job Description

We&aposre Hiring: RAG Engineer / LLM Applications Developer (Remote | Freelance)

We&aposre looking for an experienced RAG Engineer or LLM Applications Developer who’s passionate about building intelligent systems that combine retrieval and generation. If you&aposve been working with tools like LangChain, HuggingFace, or OpenAI APIs and understand how to turn LLMs into production-grade applications—this is for you.

What you’ll work on:

  • Building intelligent apps using Python and transformer models (GPT, Claude, LLaMA)
  • Designing semantic search pipelines and hybrid retrieval systems
  • Working with vector databases (Pinecone, Weaviate, Chroma, FAISS)
  • Integrating LangChain, LlamaIndex, Streamlit, or similar tools into scalable solutions
  • Fine-tuning prompts and optimizing RAG workflows

Must-haves:

  • 3+ years working with at least 2 of the following: LangChain, LlamaIndex, HuggingFace, OpenAI API, Streamlit
  • Strong grasp of prompt engineering, embeddings, TF-IDF, and similarity metrics
  • Python programming skills and experience working with LLMs

Nice to have:

  • Experience in indexing and chunking document embeddings
  • Building modular RAG pipelines
  • Optimizing context windows, latency, and cost
  • Observability (e.g., Arize Phoenix), chatbot UX, or domain-specific implementations (finance, healthcare)

Work Setup:

  • Freelance / contract
  • 100% remote
  • Flexible timezone collaboration

If you’re ready to take your GenAI engineering skills to the next level, send us your CV and let’s connect!

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Job ID: 124492059