Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Auditor	Audit Manager	Account Reconciliation, Accounting, Account Auditing, Analytical Thinking, Collections, Accuracy, Intuitive Problem Solving, Ethical Compliance, Technical Writing	18516	1735	1152
Site	II	Product Development Enginner	Product Development Engineer	Product Design, Engineering Design, Mechanical Engineering, Product Strategy, Product Development, Prototyping, Complex Problem Solving, Statistical Analysis, SolidWorks, Critical Thinking	7430	131	1144
Site	III	Librarian, Curator, and Archivist	Librarian	Information Science, Research Information, Cataloging, Management Information Systems, Organizational Development, Metadata Schema, LLM Design, Machine Learning, Problem Solving, Attention to Detail, Critical Thinking	22206	1676	1143
Site	III	Data Analytics Lead	Senior Data Analyst	Data Analysis, Data Interpretation, Logistical Planning, Construct Data Structures, Tableau, Mathematics, Project Management, Azure Machine Learning, MS SQL Server, Python, R Programming, LEAN Manufacturing, Analytical Thinking	20807	1600	1142
Site	I	Director of Design and Branding	Digital Designer	Content Creation, Graphic Design, Content Management, New Media Literacy, Web Design, Creative Thinking, Adobe Photoshop, Adobe Illustrator, Public Relations, Intuitive Problem Solving	3867	137	1142
Site	IV	Business Teacher, Postsecondary	Practice of Business Professor	Business Management, Leadership, Research Emerging Trends, Business AI Applications, Curriculum Development, Critical Thinking, Judgment and Decision Making, Teaching, Create Assessments, Advocacy, Program Coordination, Training	28192	1490	1141
Site	V	Senior Director Life Cycle Management	Supply Chain Manager	Logistical Planning, Process Engineering, Strategic Planning, Supply Chain Leadership, Managerial Accounting, Business Operations, Business Strategy, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Team Building, Negotiation	44727	1711	1139
Site	I	Datacenter Technician	Data Center Technician	Network Infrastructure, IT Infrastructure, Information Security Management, Electrical Systems, Analytical Thinking, Problem Solving, Cloud Computing, Database Systems Knowledge	3450	126	1137
Site	III	Product Manager	Senior Product Manager	Product Management, Product Development, Product Strategy, Product Design, Project Management, Complex Problem Solving, Judgment and Decision Making, Marketing Coordination, Critical Thinking, Software Development, UI Testing, Manage Cyber Security Threats	25960	2296	1133
Site	IV	Math and Computer Science Teacher, Postsecondary	Computer Scientist	Applied Science, Computer Science, Systems Design, Data Science, AI, LLM Design, Machine Learning, Lecturing, Computational Thinking, Analytical Thinking, Teaching	29135	1703	1129

(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.