Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Lead Marketing Data Analyst	Marketing Strategy, Product Pricing Analysis, Analytical Thinking, GenAI, Azure Databricks...	43231	2055	341	367
Site	III	Lead Marketing Strategist	Data Analysis, Product Strategy, Market Research Analysis, Market Strategy, Analytical Thinking...	32323	2513	351	337
Site	V	Lead Software Engineer	Technology Leadership, Product Management, Project Coordination, System Design Strategy, Research Emerging Trends...	41376	1314	427	401
Site	III	Librarian, Curator, and Archivist	Information Science, Research Information, Cataloging, Critical Thinking, Metadata Schema...	22206	1676	641	452
Site	III	Life Cycle Marketing Specialist	Marketing, Marketing Campaigning, Novel Thinking, Internal Communication, HTML 5...	31178	2111	368	379
Site	III	Life Scientist	Data Interpretation, Data Monitoring, Data Science, Data Visualization, Statistical Analysis...	20425	1872	690	475
Site	II	Logisticians and Project Management Specialist	Business Operations, Product Strategy, Logistical Planning, Analytical Thinking, Project Management...	6342	131	643	454
Site	IV	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, Analytical Thinking, CI/CD...	42151	1989	366	326
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Data Science, Novel Thinking...	45845	2767	359	354
Site	V	Machine Learning Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Analytical Thinking...	55767	2354	411	392

(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.