Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	AI Interaction Designer	Interaction Designer	Product Discovery, Human Computer Interaction, Data Visualization, AI Applications, Product Design, Prototyping, UI Design, Complex Problem Solving, Collaboration, Articulate Technical Information, Novel Thinking	21443	1644	883
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	1116
Site	IV	Staff Experience Designer	User Experience Designer	Product Design, Product Design Strategy, AI Applications, Design Leadership, Internal Collaboration, Creative Thinking, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Accountability, Adobe Indesign, Adobe Experience Manager, Adobe Illustrator, Adobe Photoshop	22609	1341	232
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	73
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	46355	1591	213
Site	IV	Promotions Manager	Promotions Manager	Promotion, Market Research Analysis, Marketing Strategy, Quantitative Analysis, Social Networking, Critical Thinking, Judgment and Decision Making, Marketing Leadership	24120	1284	1305

(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.