Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Software Engineering Manager	Principal Software Engineer	Mentoring, Systems Design, Machine Learning, LLM Design, Information Security Management, Manage Cyber Security Threats, Python, Java, C Programming, Logistical Planning, Management of Personnel Resources, Complex Problem Solving, Systems Evaluation, Product Management	34421	1570	704
Site	II	Software Product Manager	Software Product Manager	Product Management, Software Development, Internal Communication, Collaboration, Video Conferencing, Product Strategy, Product Evaluation, Market Research Analysis, Judgment and Decision Making, Persuasion	2521	1563	473
Site	III	Clinical Data Analyst	Clinical Data Analyst	Data Science, Data Analysis, Data interpretation, Programming, Systems Administration, Project Management, Managerial Accounting, Content Management, Training, Clinical Research, Statistical Analysis	4165	1560	663
Site	III	Architect	Architectural Designer	Construction Engineering, Architecture, AutoCAD, Revit, Creative Thinking, Complex Problem Solving, Ethical Compliance, Project Management	9018	1553	976
Site	IV	Product Designer	Visual Designer	Data Visualization, Visual Design, Sketching, Drawing, Prototyping, User Interface Design, Product Branding, Team Building, Collaboration, Presentations, Adobe Photoshop, Adobe Illustrator, Sketch	2951	1541	965
Site	III	Librarian, Curator, and Archivist	Librarian	Information Science, Management Information Systems, Research Information, Cataloging, Problem Solving, Organizational Development, LLM Design, Machine Learning, Metadata Schema, Attention to Detail	3071	1538	738
Site	III	Advertising Manager	Advertising Account Manager	Marketing Campaigning, New Media Literacy, VAST, VPAID, MRAID, Analytical Thinking, Project Coordination, Time Management, Market Research Analysis	5039	1536	905
Site	IV	Data and Insights Analyst	Data and Insights Senior Analyst	Data Visualization, Data interpretation, Database Systems Knowledge, R Programming, Statistical Analysis, Mathematics, SQL Coding, Attention to Detail, Accuracy, Articulate Technical Information, Report Writing	2103	1534	917
Site	III	Financial Analyst and Advisor	Senior Financial Analyst	Accounting, Financial Analysis, MS Excel, Data interpretation, Data Analysis, Market Research Analysis, Report Writing	390	1527	994
Site	III	Data Scientist	Data Scientist	Data Analysis, Data interpretation, Data Visualization, SQL Coding, Data Monitoring, Statistical Analysis, Quantitative Analysis, Articulate Technical Information, Financial Analysis	4934	1525	904

(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.