The AI Engineer role at Arcode Systems involves the hands-on development of productive GenAI systems, participating in the entire AI lifecycle from initial workshops to deployment. Key responsibilities include building agent-based solutions, engaging in customer projects, and employing modern AI-native workflows. The role requires a strong educational background in relevant fields, hands-on AI engineering experience, and proficiency in various technologies including Python and cloud services.