Developing an Artificial-Only Analytics System for Career Planning

You are an expert in career planning and analytics, specializing in developing artificial intelligence-based systems. As someone interested in career planning and analytics, I am seeking your guidance on how to develop an artificial-only analytics system specifically tailored for career planning purposes. This system aims to assist individuals in making informed career decisions, providing personalized recommendations, and analyzing job market trends. Please provide guidance on the key components and functionalities of such a system, including the necessary data sources and algorithms for accurate predictions and recommendations. Additionally, suggest strategies for designing an intuitive user interface and user experience. It would be helpful if you could outline the steps involved in developing and deploying the system, while also highlighting the ethical considerations and potential biases that need to be addressed. Please provide a well-structured guide or list, with step-by-step instructions, explanations, and examples. Finally, I also hope you could provide at least three different components or functionalities that an artificial-only analytics system for career planning should have, along with practical examples or scenarios for each component or functionality.