Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Software Engineer	Backend Developer	SQL Coding, Data Interpretation, Data Visualization, Analytical Thinking, Problem Solving, MS SQL Server, Python, REST API, SOAP	4104	100	1584
Site	IV	Software Engineer	Senior Software Engineer	Software Application Lifecycle, System Design Strategy, Systems Architecture, Computer Science, Define System Requirements, SpringBoot, Agile Methodology, Business AI Applications, Analytical Thinking, Computational Thinking, Complex Problem Solving, Internal Collaboration, HTML 5, Java, SQL Programming, JIRA, JS Angular, Kubernetes, OpenShift, SOAP	40692	2869	255
Site	IV	Data and Insights Analyst	Data and Insights Senior Analyst	Data Interpretation, Data Visualization, Database Systems Knowledge, Mathematics, Statistical Analysis, SQL Coding, Report Writing, Articulate Technical Information, Attention to Detail, Accuracy, R Programming	29716	1712	1578
Site	III	Content Programming Manager	Content Manager	Marketing Coordination, Marketing Strategy, Market Research Analysis, Visual Design, Content Creation, Content Moderation, Social Research, Project Coordination, Novel Thinking, Content Management, Editing, Intuitive Problem Solving	24688	2073	1107
Site	IV	Solutions Architect	Principal Solution Architect	Data Governance, System Design Strategy, Systems Architecture, Technology Leadership, Data Science, Software Development, Technical Risk Assessment, Digital Compliance, Data Lake, Data Warehouse, Critical Thinking, Judgment and Decision Making, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Amazon AWS	43593	2243	476
Site	I	Banker	Relationship Banker	Account Management, Cash Management, Financial Analysis, Critical Thinking, Problem Solving, Sales, Customer Relations, Customer Service	3054	103	291
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	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	687
Site	II	Information Technology Lecturer	Information Technology Professor	Management Information Systems, Computer Science, Technology Leadership, Training, Lecturing, Research Information, Teaching, Critical Thinking, Systems Architecture	4885	136	1351
Site	I	Asset Manager	REO Asset Manager	Analytical Thinking, Intuitive Problem Solving, Attention to Detail, Conflict Resolution, Customer Relations, Real Estate, Internal Collaboration, Judgment and Decision Making, Regulatory Compliance, Cost Accounting, Financial Valuation, Public Relations, Negotiation	4047	171	113
Site	III	Manufacturing Process Engineer	Manufacturing Process Engineer	Chemical Engineering, Process Engineering, Product Design Strategy, Product Testing, Technical Risk Assessment, Continuous Improvement, Safety Compliance, PROII, Design Leadership, Engineering Management, Fault Incident Response, Vendor Management, Analytical Thinking, Hysys, Complex Problem Solving, Judgment and Decision Making, Accountability, Troubleshooting, Internal Collaboration, Mentoring	32324	2668	123

(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.