Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Senior Software Engineer	Frontend Web Developer	Javascript, React JS, Adobe Experience Manager, Software Testing, Troubleshooting, Web Design, HTML 5, Systems Architecture, Creative Thinking, UI Design, REST API, GraphQL, CSS, Unit Testing	27411	1560	188
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	27424	2851	302
Site	III	Economist	Economic Analyst	Business Strategy, Economic Analysis, Quantitative Analysis, Accounting, Financial Analysis, Data Visualization, Data Analysis, Articulate Technical Information, Public Policy, Research Information, MS Excel, Analytical Thinking, Complex Problem Solving	27424	1853	1163
Site	III	Manager Talent Development	Talent Manager	Business Management, Workday, Adobe Learning Manager, Evaluate Performance, Continuous Improvement, Organizational Development, Technology Leadership, Articulate Technical Information, Intuitive Problem Solving, Strategic Planning, Internal Collaboration, Team Building, Marketo, Mentoring, Novel Thinking, Learning Strategies, Learning Techniques	27920	1589	154
Site	III	Data Scientist	Data Scientist	Data Center Infrastructure, Complex Problem Solving, Process Modeling, Statistical Analysis, Mentoring, Data Science, Operations Management, Organizational Development, Machine Learning, Forecasting, Feasibility Assessments, Scientific Reasoning, Analytical Thinking, Research Emerging Trends	28124	1417	287
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	1029
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Systems Design, Systems Evaluation, Automation Testing, Quality Control Analysis, SOC Architecture, SOC Design, Articulate Technical Information, Intuitive Problem Solving, SystemVerilog, Project Management, Internal Communication	28192	1582	323
Site	III	Engineering Manager	Engineering Project Manager	Judgment and Decision Making, Team Building, Mentoring, Engineering Management, Leadership, Project Management, Articulate Technical Information, Critical Thinking, Product Strategy, Managerial Accounting, Materials Engineering, Analytical Thinking, Product Design Strategy, Negotiation, Engine Configuration	28315	2077	9
Site	IV	Financial and Investment Analysts	Product Investment Strategy	Business Management, Business Strategy, Process Modeling, Product Strategy, Technical Writing, Analytical Thinking, Critical Thinking, Complex Problem Solving, Team Building, Articulate Technical Information	28335	1343	1220
Site	III	Marketing Manager	Global Marketing Manager	Marketing Strategy, Power BI, B2B Marketing, Project Management, Content Management, Market Research Analysis, A/B testing, Digital Communication Strategy, Marketing Leadership, Event Marketing, Marketing Campaigning, Google Analytics, Quantitative Analysis, Adobe Experience Manager, Attention to Detail, Internal Collaboration, Novel Thinking, Intuitive Problem Solving	28420	1884	141

(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.