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3 days ago
We're seeking an experienced Senior AI Engineer to craft and refine AI-driven applications. This ideal candidate will have hands-on experience in deploying, fine-tuning, and integrating Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) architectures to enhance the efficiency and accuracy of AI-powered solutions.
Key Responsibilities:- Create and optimize AI solutions using LLMs (e.g., GPT-4, LLaMA, Falcon) and RAG frameworks to elevate AI solution performance.
- Enhance response relevance and contextual accuracy by implementing and fine-tuning models.
- Construct pipelines for data retrieval, indexing, and augmentation to improve knowledge grounding.
- Leverage vector databases (e.g., Pinecone, FAISS, Weaviate) to boost retrieval capabilities.
- Seamlessly integrate AI models with enterprise applications and APIs while optimizing model inference for performance and scalability.
- Work closely with cross-functional teams and ensure ethical AI implementation addressing bias, explainability, and data security.
- Stay abreast of the latest advancements in generative AI, deep learning, and RAG techniques.
- 8+ years of software development experience according to industry standards;
- Strong background in training and deploying LLMs using Hugging Face Transformers, OpenAI API, or LangChain;
- Proficiency in Retrieval-Augmented Generation (RAG) techniques and vector search methodologies;
- Hands-on experience with vector databases such as FAISS, Pinecone, ChromaDB, or Weaviate;
- Solid understanding of NLP, deep learning, and transformer architectures;
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, LangChain, etc.);
- Experience with cloud platforms (AWS, GCP, Azure) and MLOps workflows;
- Familiarity with containerization (Docker, Kubernetes) for scalable AI deployments;
- Strong problem-solving and debugging skills;
- Excellent communication and teamwork abilities;
- Bachelor's or Master's degree in computer science, AI, Machine Learning, or a related field.
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