Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Total Views Views
Site	II	Machine Learning Research Scientist	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	983	325	277
Site	III	Clinical Data Analyst	Data Analysis, Data interpretation, Data Science, Systems Administration, Clinical Research, Statistical Analysis, Project Management, Programming, Content Management, Training, Managerial Accounting, Analytical Thinking, Intuitive Problem Solving	22079	1984	1610	444	315
Site	III	Librarian, Curator, and Archivist	Information Science, Research Information, Cataloging, Management Information Systems, Organizational Development, Metadata Schema, LLM Design, Machine Learning, Problem Solving, Attention to Detail, Critical Thinking	22206	1676	1714	473	338
Site	III	Enterprise Strategy Consultant	Strategic Planning, Business Strategy, Predictive Modeling, Feasibility Assessments, Managerial Accounting, Business AI Applications, Critical Thinking, Analytical Thinking, Novel Thinking, Negotiation, Ethical Compliance, New Media Literacy, Agile Methodology	22588	1695	1925	480	374
Site	IV	Staff 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	761	232	236
Site	II	Network Engineer	Network Infrastructure, Network Routing Protocols, Systems Administration, Automation Testing, Security Incident Response, Data Center Infrastructure, Analytical Thinking, Complex Problem Solving, Troubleshooting, Mentoring, Python, Juniper	22652	2696	918	263	292
Site	III	Principal Accounting Advisor	Accounting, Account Management, Managerial Finance, Business Operations, Account Auditing, Account Analysis, Financial Reporting, Leadership, Financial Analysis, Accuracy, Ethical Compliance, Technical Writing	22652	1749	1415	529	353
Site	III	Software Developer	IT Infrastructure, Project Management, UI Design, Analytical Thinking, Intuitive Problem Solving, C#, MS SQL Server, HTML 5, Javascript, JS Angular, CSS, Software Development	22652	1681	1943	453	373
Site	III	UX Designer	UI Design, UX Design, Process Modeling, Prototyping, Human Computer Interaction, Product Management, Adobe Creative Cloud, Critical Thinking, Novel Thinking, Problem Solving, Mentoring	22715	1604	1753	467	365
Site	IV	Information Technology 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	22744	2167	1977	516	352
Site	III	Business Growth Consultant	Business Strategy, Data Monitoring, Quantitative Analysis, Data Interpretation, Financial Analysis, Statistical Analysis, Project Management, Analytical Thinking, Intuitive Problem Solving, Internal Communication, New Media Literacy, Persuasion, R Programming	22843	1870	1574	475	354
Site	III	Data Analytics Lead	Data Analysis, Data Interpretation, Conceptual Problem Solving, Logistical Planning, Mathematics, Construct Data Structures, Project Management, Analytical Thinking, Python, R Programming, Azure Machine Learning, LEAN Manufacturing, MS SQL Server, Tableau	23034	1871	1726	475	386
Site	III	Software Engineer	Software Application Lifecycle, Software Design, Software Development, API Development, Database Systems Knowledge, GenAI, Leadership, Technical Documentation, Intuitive Problem Solving, Troubleshooting, Internal Collaboration, Mentoring, Accountability, Amazon AWS, ASP .Net, NodeJS, React JS	23098	2259	550	179	175
Site	III	Business Development Manager	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	910	268	265
Site	III	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	1912	508	390
Site	IV	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	1930	456	374
Site	III	Software Development 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	751	259	222
Site	III	Software Engineer	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	822	248	247
Site	IV	Interaction Designer	Human Computer Interaction, UX Design, Product Design, Product Discovery, Product Strategy, Visual Design, Creative Thinking, Collaboration, Prototyping, Intuitive Problem Solving	23977	2147	1503	490	345
Site	IV	Software Developer	Unit Testing, Accounting Information Systems, Database Systems Knowledge, Cloud Computing, Computational Thinking, Troubleshooting, Intuitive Problem Solving, Java, REST API	24049	1268	1954	439	367

(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.