Tier	Title	Position	Skills	Prior	Year 1	Views
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	957
Site	III	Auditor	Audit Manager	Accounting, Account Reconciliation, Accuracy, Account Auditing, Collections, Analytical Thinking, Problem Solving, Ethical Compliance, Technical Writing	6593	1436	953
Site	I	Datacenter Technician	Data Center Technician	Network Infrastructure, Information Security Management, IT Infrastructure, Electrical Systems, Analytical Thinking, Problem Solving, Cloud Computing, Database Systems Knowledge	808	127	951
Site	V	Procurement Operations Manager	Procurement Manager	Procurement, Logistical Planning, Supply Chain Leadership, Program Development, Project Management, Leadership, Judgment and Decision Making, Articulate Technical Information, Systems Design, Systems Evaluation, Data Monitoring, Process Modeling	14295	1695	947
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	946
Site	V	Biological Scientist	Senior Scientist	Computational Biology, Collaboration, Cloud Computing, Python, Machine Learning, LLM Design, Continual Learning, Bioprocess Design, Biology, Complex Problem Solving, Articulate Technical Information	10969	2789	944
Site	II	Information Technology Lecturer	Information Technology Professor	Management Information Systems, Computer Science, Technology Leadership, Training, Lecturing, Research Information, Teaching	4769	1521	944
Site	III	Product Manager	Senior Product Manager	Software Development, Product Development, Project Management, Product Management, Product Design, Product Strategy, Marketing Coordination, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, UI Testing, Manage Cyber Security Threats	13910	1825	944
Site	III	Data Analytics Lead	Senior Data Analyst	Mathematics, Data interpretation, Data Analysis, Tableau, Azure Machine Learning, MS SQL Server, Python, R Programming, Logistical Planning, LEAN Manufacturing, Project Management, Construct Data Structures	4015	1242	941
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	941

(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.