3+ years of experience in AI, machine learning, or data science, with a recent focus on Generative AI Deep understanding of LLM operations, including prompt engineering Experience building and deploying AI agents using modern frameworks Strong analytical and problem-solving abilities Familiarity with prompt-based agents or RAG architectures (nice to have) Completed a course or built a practical project in prompt design or LLM application (nice to have)