. Major machine learning framework ( **PyTorch, TensorFlow, Keras** ).

· Familiarity with **LLMs, prompt engineering, and fine-tuning (e.g., LoRA, QLoRA).**

· Exposure to **RAG systems** and basic knowledge of hybrid search techniques.

· Understanding of **model deployment and containerization** (Docker).

· Proficiency in **Python for AI development, data preprocessing, and scripting.**

· Experience with generative AI tools **(LangChain, Hugging Face, LlamaIndex)** is a plus.

· Understanding of version control systems ( **Git** ).

· Awareness of AI compliance, data privacy, and responsible AI principles.

Required Soft Skills:

· Strong teamwork and communication abilities.

· Willingness to learn new AI/ML technologies and frameworks.

· Analytical mindset and attention to detail.

· Openness to feedback and continuous improvement.

Qualifications:

· Bachelor...