Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Analytics Lead	Senior Data Analyst	Mathematics, Data interpretation, Data Analysis, Tableau, Azure Machine Learning, MS SQL Server, Python, R Programming, Logistical Planning, LEAN Manufacturing, Project Management, Construct Data Structures	4015	1242	995
Site	III	AI Interaction Designer	Interaction Designer	Human Computer Interaction, User Interface Design, AI Applications, Data Visualization, Collaboration, Product Discovery, Product Design, Prototyping, Articulate Technical Information, Complex Problem Solving, Novel Thinking	4033	2818	765
Site	II	Ecommerce Software Engineer	Javascript Developer	Programming, Software Testing, Quality Control Analysis, E Commerce, Technical Documentation, SCRUM, Computational Thinking, Intuitive Problem Solving, Accountability, Teamwork, Javascript, Salesforce Commerce Cloud	4160	154	123
Site	III	Clinical Data Analyst	Clinical Data Analyst	Data Science, Data Analysis, Data interpretation, Programming, Systems Administration, Project Management, Managerial Accounting, Content Management, Training, Clinical Research, Statistical Analysis	4165	1560	955
Site	IV	UX Researcher	Quantitative Research Analyst	Human Computer Interaction, Quantitative Analysis, R Programming, Statistical Analysis, Research and Development, Accuracy, Teamwork, UX Design, Measure Digital Engagement, Data interpretation, Data Monitoring	4341	2558	727
Site	III	Tax Asset Manager	Tax Manager	Account Analysis, Accounting, Account Reconciliation, Accuracy, Articulate Technical Information, Complex Problem Solving, Technical Writing, Negotiation, Judgment and Decision Making, Collaboration	4400	672	977
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, Database Systems Knowledge, Systems Evaluation, Troubleshooting, Data interpretation, MS SQL Server, Process Engineering, Database Audit, Articulate Technical Information, Ethical Compliance, Analytical Thinking, Attention to Detail	4417	1978	845
Site	II	Information Technology Lecturer	Information Technology Professor	Management Information Systems, Computer Science, Technology Leadership, Training, Lecturing, Research Information, Teaching	4769	1521	1006
Site	II	Product Marketing Manager	Product Marketing Manager	Market Analysis, Product Strategy, Market Research Analysis, Research Emerging Trends, Marketing Strategy, Product Accounting, Product Branding, Data Interpretation, Project Management, Analytical Thinking, Quantitative Analysis, Internal Collaboration, Judgment and Decision Making	4774	137	117
Site	II	Optical Engineer	Optical Engineer	Augmented Reality, Virtualization Technology, Systems Design, Systems Architecture, Research Emerging Trends, Data Analysis, Data interpretation, Analytical Thinking, Complex Problem Solving, Collaboration, Statistical Analysis, Machine Learning, Articulate Technical Information, Technical Writing, Applied Science, Engineering	4797	379	249

(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.