Tier	Title	Position	Skills	Prior	Year 1	Views
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, Analytical Thinking	20234	1549	1277
Site	III	Data Scientist	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Process Modeling, Complex Problem Solving, Analytical Thinking, Statistical Analysis, Data Center Infrastructure, Forecasting, Feasibility Assessments, Research Emerging Trends, Machine Learning, Mentoring	27869	2774	324
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	28377	2339	176
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, MS SQL Server, Database Audit, Systems Evaluation, Data Interpretation, Process Engineering, Database Systems Knowledge, Analytical Thinking, Articulate Technical Information, Ethical Compliance, Troubleshooting, Attention to Detail	24433	1950	914
Site	III	Database Architect	Database Architect	Database Design, Data Interpretation, MS SQL Server, SQL Programming, Quality Control Analysis, Project Management, Critical Thinking, Analytical Thinking	16798	2684	1280
Site	III	Database Architect	Chief Database Architect	Database Design, Database Systems Knowledge, Cloud Computing, Leadership, Analytical Thinking, Complex Problem Solving, Accountability, SQL Programming, MS SQL Server, Java, Mongo DB	20425	1403	1444
Site	III	Design Engineer	Senior Design Engineer	Engineering Design, Product Design, Mechanical Engineering, Troubleshooting, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance, Judgment and Decision Making	18516	1352	1016
Site	III	Digital Content Designer	Global Digital Designer	Content Creation, Graphic Design, Social Media Marketing, E Commerce, Motion Animation, UI Design, UX Design, Project Coordination, Creative Thinking, Intuitive Problem Solving, Social Perceptiveness, Internal Collaboration, Adobe After Effects , Adobe Illustrator, Adobe Photoshop, Figma	27742	2245	180
Site	III	Economist	Economic Analyst	Business Strategy, Economic Analysis, Quantitative Analysis, Accounting, Financial Analysis, Data Visualization, Data Analysis, Articulate Technical Information, Public Policy, Research Information, MS Excel, Analytical Thinking, Complex Problem Solving	27424	1853	1204
Site	III	Electrical Engineer	Senior Electrical Engineer	Electrical Engineering, Quantitative Analysis, Process Modeling, Micro Machining and Fabrication, Project Coordination, Researching, Managerial Accounting, Electrical Systems, Negotiation, SolidWorks, AutoCAD	15674	1676	1236

(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.