Tier	Title	Position	Skills	Prior	Year 1	Views
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
Site	III	Cloud Solutions Architect	Cloud Architect	ERP Cloud Development, Java, SQL Coding, Oracle ERP Cloud , Managerial Finance, Financial Analysis, Accounting Information Systems	7149	3012	970
Site	I	Software Developer	Cyber Security Engineer	Network Infrastructure, IT Security Development, Manage Cyber Security Threats, Analytical Thinking, Complex Problem Solving, Cloud Computing, Java, Python, C#, ASP .Net, Database Systems Knowledge	2103	135	1011
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	798
Site	V	Integration Engineering Manager	Integration Engineer	Engineering Management, Product Management, C Programming, Python, Rust, Virtual Prototyping, SOC Architecture, SOC Design, Technology Leadership, Articulate Technical Information, Accountability, Critical Thinking, Complex Problem Solving	11217	1404	136
Site	III	Database Architect	Chief Database Architect	MS SQL Server, Java, SQL Programming, Cloud Computing, Mongo DB, Leadership, Accountability, Database Systems Knowledge, Database Design	2773	1726	1167
Site	II	Payroll Manager	Payroll Manager	Account Reconciliation, Managerial Accounting, Attention to Detail, Problem Solving, Analytical Thinking, Payroll Management	9	15	1121
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	850
Site	IV	Senior Interaction Designer	Interactive Designer	Human Computer Interaction, UX Design, Product Discovery, Product Design, Visual Design, Prototyping, Collaboration, Creative Thinking, Product Strategy	5465	1964	662
Site	I	Customer Service Manager	Customer Service Manager	Customer Service, Customer Relations, Management of Personnel Resources, Project Management	387	25	1052

(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.