Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Data Center Infrastructure, Complex Problem Solving, Process Modeling, Statistical Analysis, Mentoring, Data Science, Operations Management, Organizational Development, Machine Learning, Forecasting, Feasibility Assessments, Scientific Reasoning, Analytical Thinking, Research Emerging Trends	14793	1417	234
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	24669	2147	70
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	787
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	Database Architect	Chief Database Architect	MS SQL Server, Java, SQL Programming, Cloud Computing, Mongo DB, Leadership, Accountability, Database Systems Knowledge, Database Design	2773	1726	1290
Site	III	Design Engineer	Senior Design Engineer	Mechanical Engineering, Product Design, Troubleshooting, Engineering Design, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance	2032	1734	888
Site	III	Digital Content Designer	Global Digital Designer	UX Design, UI Design, Figma, Adobe Illustrator, Adobe Photoshop, Adobe After Effects , Graphic Design, Social Media Marketing, Social Perceptiveness, E Commerce, Content Creation, Motion Animation, Project Coordination, Internal Collaboration, Creative Thinking, Intuitive Problem Solving	17541	1844	73
Site	III	Economist	Economic Analyst	Economic Analysis, Public Policy, Business Strategy, Accounting, Financial Analysis, Articulate Technical Information, Research Information, MS Excel, Quantitative Analysis, Data Analysis, Data Visualization	7591	1609	1070
Site	III	Electrical Engineer	Senior Electrical Engineer	Project Coordination, Researching, Quantitative Analysis, Managerial Accounting, SolidWorks, AutoCAD, Negotiation, Electrical Systems, Electrical Engineering, Micro Machining and Fabrication, Process Modeling	5060	1676	1050
Site	III	Enterprise Strategy Consultant	Strategy Consultant	Feasibility Assessments, Predictive Modeling, Business Strategy, Analytical Thinking, Critical Thinking, Ethical Compliance, Agile Methodology, Business AI Applications, Negotiation, New Media Literacy, Novel Thinking, Managerial Accounting, Strategic Planning	7803	2093	1056

(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.