Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Communications Teacher, Postsecondary	Digital Communication Professor	Content Management, Measure Digital Engagement, Digital Communication Strategy, New Media Literacy, Social Media Networking, Social Perceptiveness, Analytical Thinking, Teaching, Content Creation, Predictive Modeling, Define Requirements	9462	1707	797
Site	I	Computer and Information Analyst	Digital Accessibility Analyst	User Interface Design, Human Computer Interaction, Graphic Design, Ethical Compliance, Management Information Systems, Research Information, HTML 5	650	110	984
Site	V	Device Design Engineer	Device Design Engineer	Novel Thinking, Research Emerging Trends, Systems Design, Mentoring, KOL Leadership, SOC Architecture, SOC Design, Team Building, Process Engineering, Complex Problem Solving, Articulate Technical Information, Product Strategy, Device Engineering	26095	1406	151
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Systems Design, Systems Evaluation, Automation Testing, Quality Control Analysis, SOC Architecture, SOC Design, Articulate Technical Information, Intuitive Problem Solving, SystemVerilog, Project Management, Internal Communication	16538	1582	167
Site	III	Database Architect	Database Architect	Database Design, Data interpretation, Quality Control Analysis, MS SQL Server, SQL Programming, Project Management, Analytical Thinking, Critical Thinking	5961	2810	1043
Site	II	Database Administrator	Database Administrator	MS SQL Server, SQL Programming, Statistical Analysis, Attention to Detail, Database Systems Knowledge, Construct Data Structures, Data Visualization, Data Analysis, Analytical Thinking	1304	123	1004
Site	I	Database Administrator	Database Administrator	Database Design, Database Audit, Data Monitoring, Documentation, Database Security, NoSql, Ansible, Cobbler, Cfengine, Elasticsearch , Kubernetes, Database Systems Knowledge, C Programming, Python, Intuitive Problem Solving, Analytical Thinking	1573	145	161
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	1019
Site	III	Data Scientist	Data Scientist	Data Center Infrastructure, Complex Problem Solving, Process Modeling, Statistical Analysis, Mentoring, Data Science, Operations Management, Organizational Development, Machine Learning, Forecasting, Feasibility Assessments, Scientific Reasoning, Analytical Thinking, Research Emerging Trends	14793	1417	153
Site	V	Data Governance Director	Data Manager	Data Science, Data Monitoring, Data interpretation, Ethical Compliance, Database Systems Knowledge, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Process Modeling, Accuracy, Collaboration, Negotiation	24038	2112	903

(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.