Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Business Development Manager	Director Business Development	Sales Strategy, Sales Forecasting, Business Development, Strategic Partnering, Quantitative Analysis, Analytical Thinking, Research Emerging Trends, Technology Leadership, Collaboration, Team Building, Negotiation, Novel Thinking, Visual Communication, ERP Cloud Development	14421	1660	127
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Curriculum Development, Applied Mathematics, Lecturing, Training, Mathematical Modeling, Teaching, Computational Thinking, Mathematics, Statistical Analysis	14593	2411	781
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	14793	1417	150
Site	IV	Supervisor of Sales	Technology Sales	Business Strategy, Sales, Technology Leadership, Business AI Applications, Negotiation, Complex Problem Solving, Verbal Communication, Analytical Thinking, Critical Thinking, Strategic Planning, Financial Analysis, Product Management	15154	2114	890
Site	V	Senior Director Life Cycle Management	Supply Chain Manager	Complex Problem Solving, Logistical Planning, Process Engineering, Business Strategy, Business Operations, Managerial Accounting, Project Management, Negotiation, Team Building, Strategic Planning, Articulate Technical Information, Supply Chain Leadership	16288	1886	808
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	854
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	16538	1582	164
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	143
Site	IV	Integrity Solutions Engineer	Integration Engineer	Ethical Compliance, Digital Compliance, Digital Auditing, Product Strategy, Legal Reasoning, Critical Thinking, Complex Problem Solving, Public Policy, Software Development, Product Management, Python, Java, Cloud Infrastructure, REST API	17036	1056	128
Site	IV	Manager Corporate Strategy	Corporate Strategy Manager	Managerial Finance, Business Strategy, Negotiation, Financial Modeling, Data interpretation, Data Monitoring, Critical Thinking, Analytical Thinking, Complex Problem Solving, Quantitative Analysis, Articulate Technical Information	17103	2320	775

(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.