Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, MS SQL Server, Database Audit, Systems Evaluation, Data Interpretation, Process Engineering, Database Systems Knowledge, Analytical Thinking, Articulate Technical Information, Ethical Compliance, Troubleshooting, Attention to Detail	24433	1950	1344
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Complex Problem Solving, Project Management, Compliance, Leadership, Management of Personnel Resources, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Judgment and Decision Making	24370	1606	1519
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	1610
Site	IV	Software Developer	Java Software Developer	Unit Testing, Accounting Information Systems, Database Systems Knowledge, Cloud Computing, Computational Thinking, Troubleshooting, Intuitive Problem Solving, Java, REST API	24049	1268	1711
Site	IV	Interaction Designer	Interactive Designer	Human Computer Interaction, UX Design, Product Design, Product Discovery, Product Strategy, Visual Design, Creative Thinking, Collaboration, Prototyping, Intuitive Problem Solving	23977	2147	1279
Site	III	Software Engineer	Frontend Web Developer	Web Design, UI Design, Systems Architecture, Software Testing, Unit Testing, Creative Thinking, Troubleshooting, HTML 5, Javascript, React JS, Adobe Experience Manager, REST API, GraphQL, CSS	23797	2283	602
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	23564	1678	530
Site	IV	Marketing Designer	Senior Marketing Designer	Brand Marketing, Graphic Design, Promotion, Social Media Marketing, Event Marketing, Print Design, Project Coordination, Creative Thinking, Attention to Detail, Adobe Illustrator, Adobe Indesign, Adobe Photoshop	23544	2086	1682
Site	III	AI Engineer	AI Engineer	Programming, Python, LLM Design, Machine Learning, TensorFlow, Systems Evaluation, Troubleshooting, Cloud Computing, Complex Problem Solving, Mentoring, Team Building, Analytical Thinking, Critical Thinking	23352	1559	1654
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	23288	2423	686

(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.