The AI Engineer role at Hire Hangar involves designing, building, and deploying intelligent systems for a variety of clients in a remote setting. The key responsibilities include developing AI-powered features, integrating machine learning systems into applications, and maintaining various AI architectures. Candidates should possess strong programming skills in Python, experience with LLMs, and the ability to work independently in a remote environment.