Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Marketing Manager	Marketing Program Group Manager	Marketing Leadership, Project Management, Marketing Strategy, Process Management, Creative Thinking, Analytical Thinking, Team Building, Business Management, Business Storytelling, Marketing Campaigning, Mentoring, Managerial Accounting, Articulate Technical Information, Judgment and Decision Making, Accountability, JIRA, MS Excel	61734	1954	266
Site	III	Health Information Technologist	Health Data Analyst	Technology Leadership, Articulate Technical Information, Statistical Analysis, Data Analysis, Data Monitoring, Data Visualization, SQL Programming, Presentations, Analytical Thinking, Collaboration	18961	1966	1020
Site	IV	Software Engineer	Lead Software Engineer	Software Development, Software Testing, App Deployment, Define System Requirements, Systems Architecture, Software Application Lifecycle, Cloud Infrastructure, Data Science, Analytical Thinking, Complex Problem Solving, Team Building, Python, React JS, TM1 Planning Analytics, GenAI API	35530	1970	259
Site	V	Software Engineering Manager	Principal Software Engineer	Systems Design, Systems Evaluation, Logistical Planning, Information Security Management, LLM Design, Machine Learning, Manage Cyber Security Threats, Product Management, Management of Personnel Resources, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Mentoring, C Programming, Java, Python	47754	1973	1159
Site	III	Computer and Information Research Scientist	Research Scientist	Data Science, Data Visualization, Data Monitoring, Research and Development, Statistical Analysis, LLM Design, Machine Learning, Cloud Computing, Complex Problem Solving, Computational Thinking, Analytical Thinking	26278	1976	1231
Site	V	Lead Cloud Architect	Lead Cloud Architect	Technology Leadership, Cloud Infrastructure, Cloud Computing, ERP Cloud Development, Data Visualization, Articulate Technical Information, Information Security Management, Team Building, Systems Evaluation, Automation Testing, Software Development, Mentoring, Ethical Compliance, New Media Literacy	41703	1976	999
Site	III	Clinical Data Analyst	Clinical Data Analyst	Data Analysis, Data interpretation, Data Science, Systems Administration, Clinical Research, Statistical Analysis, Project Management, Programming, Content Management, Training, Managerial Accounting, Analytical Thinking, Intuitive Problem Solving	22079	1984	1118
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, CI/CD, Quality Control Analysis, Research Leadership, Software Testing, Cloud Infrastructure, Patents, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Team Building, C Programming, TypeScript, Python	42151	1989	291
Site	V	Lead Financial Analyst	Lead Financial Analyst	Financial Analysis, Financial Reporting, Financial Modeling, Technology Leadership, Business Storytelling, Merger and Acquisitions, Project Management, Internal Collaboration, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, SQL Programming, SaaS, MS Excel, Azure Databricks, Tableau, Power BI	52251	1996	246
Site	III	Market Research Analyst	Market Research Analyst	Tableau, Data Analysis, Analytical Thinking, Research Emerging Trends, Power BI, Attention to Detail, Market Research Analysis, Articulate Technical Information, Intuitive Problem Solving, Business Operations, Marketing Strategy, Report Writing, Novel Thinking, Internal Collaboration, Client Relationship Building	27297	1996	163

(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.