Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	UI Developer	Front End Developer	UI Design, Project Management, Teamwork, Attention to Detail, Research, TypeScript, NextJS, Troubleshooting	581	149	1135
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	1146
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	22815	2145	964
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	1153
Site	III	Computer and Information Research Scientist	Research Scientist	Machine Learning, LLM Design, Data Visualization, Data Monitoring, Data Science, Cloud Computing, Statistical Analysis, Complex Problem Solving, Computational Thinking, Analytical Thinking, Research and Development	16353	3247	978
Site	I	Software Tester	Software Test Engineer	Systems Evaluation, Software Development, Software Testing, Quality Control Analysis, Unit Testing, Analytical Thinking, Problem Solving	997	131	1060
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	258
Site	V	Sustainability Compliance and Reporting Officer	Sustainability Compliance Officer	KOL Leadership, Internal Collaboration, Judgment and Decision Making, Data Analysis, Ethical Compliance, Advocacy, Risk Management, Sustainability Frameworks, Legal Reasoning, GRI , Complex Problem Solving, Articulate Technical Information, Report Writing, Research Emerging Trends, Data Governance, Economic Analysis, Community Building	69751	2141	74
Site	II	Marketing Manager	Marketing Coordinator	Web Design, Promotion, Brand Marketing, Creative Thinking, Marketing Coordination, Event Marketing, Public Relations, Editing Promotional Materials	1173	87	705
Site	III	Senior Software Developer	Lead Software Engineer	C#, Javascript, HTML 5, CSS, JS Angular, Analytical Thinking, IT Infrastructure, UI Design, MS SQL Server, Project Management	1774	2996	1198

(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.