Tier	Title	Position	Skills	Prior	Year 1	Views
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	819
Site	III	Financial Analyst and Advisor	Senior Financial Analyst	Accounting, Financial Analysis, MS Excel, Data interpretation, Data Analysis, Market Research Analysis, Report Writing	390	1527	1123
Site	IV	Mechanical Engineer	Product Design Engineer	Engineering, Technical Writing, Attention to Detail, Mechanical Reasoning, Quality Control Analysis, Report Writing	6019	1658	924
Site	II	Agents and Business Manager	Business Development Manager	Sales, Negotiation, Organization, Project Management, Customer Relations, Customer Service, Problem Solving, Event Marketing	1439	115	1081
Site	III	Software Engineer	Infrastructure Software Engineer	C Programming, Java, PHP, Teamwork, Systems Architecture, Project Coordination, Accountability, Python, Javascript, Accuracy, Programming, Quality Control Analysis	6910	2557	130
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	842
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	768
Site	V	Security Systems Architect	Security Architect	Research Emerging Trends, KOL Leadership, Articulate Technical Information, Team Building, SOC Architecture, Security Management Strategy, Virtualization Technology, Complex Problem Solving, Digital Compliance, Organizational Development, Engineering Management, Systems Architecture, Technical Writing	38486	1877	156
Site	I	Design for Testability Engineer	Logic Design Engineer	DFT Login Design, RTL Design, SOC Architecture, SOC Design, Quality Control Analysis, Automation Testing, TestKompress, FastScan, LogicBIST, Analytical Thinking, Intuitive Problem Solving, Electrical Application	1527	138	136
Site	III	AI Hardware Engineer	AI Hardware and Rack Verification Engineer	AI Hardware Design, Data Center Infrastructure, Computational Thinking, Systems Architecture, Quality Control Analysis, Automation Testing, Network Infrastructure, Python SV, Computer Verification, System Design Strategy, System Verification Strategy, Complex Problem Solving, Negotiation	16937	2851	140

(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.