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10 hours ago
Senior AI Developer
Job Description:We are seeking an experienced Senior AI Developer to drive innovation in our cutting-edge projects. The ideal candidate will have a strong background in developing and optimizing AI-driven applications using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) techniques.
Key Responsibilities:- AI Solution Development: Create and optimize AI solutions using LLMs (e.g., GPT-4, LLaMA, Falcon) and RAG frameworks.
- Model Implementation and Fine-tuning: Implement and fine-tune models to enhance response relevance and contextual accuracy.
- Data Retrieval and Augmentation: Develop pipelines for data retrieval, indexing, and augmentation to improve knowledge grounding.
- Vector Database Integration: Work with vector databases (e.g., Pinecone, FAISS, Weaviate) to enhance retrieval capabilities.
- AI Model Integration: Integrate AI models with enterprise applications and APIs.
- Model Optimization: Optimize model inference for performance and scalability.
- Experience: 8+ years of experience in software development according to development standards.
- LLM Training and Deployment: Strong experience in training and deploying LLMs using frameworks like Hugging Face Transformers, OpenAI API, or LangChain.
- RAG Techniques and Vector Search: Proficiency in Retrieval-Augmented Generation (RAG) techniques and vector search methodologies.
- Vector Databases: Hands-on experience with vector databases such as FAISS, Pinecone, ChromaDB, or Weaviate.
- NLP and Deep Learning: Solid understanding of NLP, deep learning, and transformer architectures.
- Programming Skills: Proficiency in Python and ML libraries (TensorFlow, PyTorch, LangChain, etc.).
- Cloud Platforms and MLOps: Experience with cloud platforms (AWS, GCP, Azure) and MLOps workflows.
- Containerization: Familiarity with containerization (Docker, Kubernetes) for scalable AI deployments.
- Problem-Solving and Communication: Strong problem-solving and debugging skills, along with excellent communication and teamwork abilities.
- Degree: Bachelor's or Master's degree in computer science, AI, Machine Learning, or a related field.
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