Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Senior Network Engineer	Senior Network Engineer	Automation Testing, Unit Testing, Network Infrastructure, Analytical Thinking, Articulate Technical Information, Systems Design, Database Systems Knowledge, IT Security Development, Training, Project Coordination, Security Management Strategy	25440	2302	735
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Curriculum Development, Applied Mathematics, Lecturing, Training, Mathematical Modeling, Teaching, Computational Thinking, Mathematics, Statistical Analysis	25380	2411	977
Site	IV	Senior Data Engineer	Data Engineer	Data interpretation, Data Monitoring, Database Design, Statistical Analysis, Predictive Modeling, Machine Learning, Elasticsearch , Splunk, Agile Methodology, Analytical Thinking, Team Building, Collaboration	25216	2403	837
Site	III	Product Manager	Senior Product Manager	Software Development, Product Development, Project Management, Product Management, Product Design, Product Strategy, Marketing Coordination, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, UI Testing, Manage Cyber Security Threats	25200	1825	1010
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	25100	1678	139
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	25000	2147	133
Site	IV	Marketing Designer	Senior Marketing Designer	Brand Marketing, Promotion, Social Media Marketing, Event Marketing, Graphic Design, Print Design, Project Coordination, Adobe Illustrator, Adobe Photoshop, Adobe Indesign, Creative Thinking, Attention to Detail	24960	2453	1234
Site	IV	Chemistry Teacher, Postsecondary	Chemistry Professor	Chemistry, Grant Writing, Biochemistry, Lecturing, Teaching, Articulate Technical Information, Technical Writing, Clinical Research, Analytical Thinking, Complex Problem Solving	24640	2145	1039
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	24200	1341	131
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Data Governance, Data Analysis, Network Infrastructure, Information Security Management, Analytical Thinking, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	24160	2167	1241

(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.