DVT is hiring a
AI Engineer

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DVT

πŸ’΅ ~$41k-$52k
πŸ“Remote - South Africa

Summary

Join our dynamic team as a highly skilled AI Engineer with specialization in Generative AI applications. Contribute to pioneering projects, leveraging technical abilities to drive innovation and create scalable AI solutions.

Requirements

  • A minimum of 5 years of software development experience, with a proven track record of deploying robust applications
  • Strong proficiency in Python and familiarity with SQL, and SQL Databases
  • Experience with Langchain and its various components such as Document Loaders, Text Splitters, Retrievers, Chains & Agents
  • Experience with vector embeddings either through third party providers like OpenAI or other open sources embeddings models like Word2Vec
  • Experience with vector databases. Examples such as: Pinecone, Weaviate, Chroma or similar
  • Understanding of advanced retrieval techniques and chunking strategies within RAG applications is highly desirable
  • Knowledge of Generative AI evaluation metrics and managing hallucinations

Responsibilities

  • Design, develop, and maintain applications powered by LLM models such as OpenAI’s GPT 3.5 or GPT 4 and various other providers
  • Make use of orchestration libraries such as Langchain to build RAG (Retrieval-Augmented Generation) applications
  • Work with SQL and Azure SQL databases for data manipulation and retrieval
  • Utilize vector databases such as Pinecone, Weaviate, and Chroma to provide retrieval capabilities within applications
  • Research and apply advanced retrieval techniques and chunking strategies using RAG to improve model efficiency
  • Evaluate AI models using robust metrics to ensure high accuracy and performance

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