Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Computer and Information Research Scientist	Research Scientist	Machine Learning, LLM Design, Data Visualization, Data Monitoring, Data Science, Cloud Computing, Statistical Analysis, Complex Problem Solving, Computational Thinking, Analytical Thinking, Research and Development	16353	3247	881
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Curriculum Development, Applied Mathematics, Lecturing, Training, Mathematical Modeling, Teaching, Computational Thinking, Mathematics, Statistical Analysis	14593	2411	803
Site	IV	Math and Computer Science Teacher, Postsecondary	Computer Scientist	Computer Science, Applied Science, Teaching, AI, LLM Design, Machine Learning, Systems Design, Data Science, Computational Thinking, Lecturing	11912	1715	850
Site	II	Information Technology Lecturer	Information Technology Professor	Management Information Systems, Computer Science, Technology Leadership, Training, Lecturing, Research Information, Teaching	4769	1521	851
Site	I	Director of Design and Branding	Digital Designer	Creative Thinking, Adobe Photoshop, Adobe Illustrator, New Media Literacy, Public Relations, Content Creation, Content Management, Graphic Design, Web Design	892	91	851
Site	II	Marketing Manager	Marketing Coordinator	Web Design, Promotion, Brand Marketing, Creative Thinking, Marketing Coordination, Event Marketing, Public Relations, Editing Promotional Materials	1173	87	632
Site	I	Education Administrator, Postsecondary	Education Coordinator	Project Coordination, Team Building, Content Management, Event Planning, Training, Ethical Compliance, Scheduling, Collaboration, Community Outreach, Organization	584	128	886
Site	III	Librarian, Curator, and Archivist	Librarian	Information Science, Management Information Systems, Research Information, Cataloging, Problem Solving, Organizational Development, LLM Design, Machine Learning, Metadata Schema, Attention to Detail	3071	1538	871
Site	II	Research Analyst	Research Coordinator	Research and Development, Ethical Compliance, Grant Writing, Presentations, New Media Literacy, Effective Questioning, Social Research, Project Management, Articulate Technical Information, Analytical Thinking, Critical Thinking, Collaboration	1258	142	796
Site	IV	Business Teacher, Postsecondary	Practice of Business Professor	Business Management, Leadership, Research Emerging Trends, Business AI Applications, Curriculum Development, Teaching, Create Assessments, Advocacy, Program Coordination, Training	7153	1734	846

(Prior and 1st Year) Skill Points are referenced in thousands. A Skills Based Approach Instance is an applied methodology for students and workers. A Job Future is application for practitioners to post jobs.