What are the responsibilities and job description for the Generative AI Engineer position at Omega Hires?
Job Summary:
We are seeking a highly skilled Generative AI Engineer with strong expertise in LLMs, Retrieval-Augmented Generation (RAG), Machine Learning, and Agentic AI systems. The ideal candidate will have a solid background in Python development, experience designing scalable AI solutions, and a deep understanding of modern AI/ML architectures. This role requires strong design and problem-solving capabilities to build intelligent, production-grade AI systems.
Required Qualifications:
- 6 years of experience in software development with a focus on AI/ML
- Strong proficiency in Python for AI/ML development
- Hands-on experience with LLMs (OpenAI, Anthropic, or open-source models)
- Experience building RAG pipelines using vector databases (e.g., FAISS, Pinecone, Chroma)
- Experience with agentic frameworks (LangChain, LangGraph, AutoGen, etc.)
- Strong understanding of prompt engineering, embeddings, and semantic search
- Experience in designing scalable and production-ready AI systems
- Solid problem-solving and system design skills
Preferred Qualifications:
- Experience with cloud platforms (AWS, Azure, or Google Cloud Platform) for AI deployment
- Familiarity with MLOps practices and model lifecycle management
- Knowledge of data engineering pipelines and distributed systems
- Experience with REST APIs and microservices architecture
- Exposure to AI governance, security, and compliance frameworks