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	1861
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	994
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	757
Site	III	Data Scientist	Geospatial Data Scientist	ETL, Python, R Programming, SQL Programming, GIS, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Attention to Detail, Data Visualization, Project Coordination, Process Innovation, Accountability, Data Governance, ArcGIS Pro, Azure Cloud, Quantitative Analysis, Data Analysis	29906	3336	101
Site	III	Data Scientist	Data Scientist	Data Science, MS Excel, SQL Programming, Spark, Python, R Programming, Tableau, Data Visualization, Predictive Modeling, Machine Learning, Statistical Analysis, Statistical Modeling, Analytical Thinking, Critical Thinking, Articulate Technical Information, Internal Collaboration, Complex Problem Solving, Attention to Detail, Applied Mathematics	35187	2700	107
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	1582
Site	III	Database Architect	Database Architect	Database Design, Data Interpretation, Quality Control Analysis, Project Management, Analytical Thinking, Critical Thinking, MS SQL Server, SQL Programming, Intuitive Problem Solving	19025	2752	1915
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	2134
Site	III	Datacenter Engineer	Senior Data Center Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Installation, Vendor Management, Database Systems Knowledge, Technical Support, Fault Incident Response, SME Communication, Attention to Detail, Accountability, Facilities Maintenance, Network Infrastructure, Troubleshooting, Intuitive Problem Solving, Negotiation	28442	2801	112
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	1647
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	772
Site	III	Digital Merchandiser	Digital Merchandiser	Customer Acquisition, Merchandising, Product Lifecycle Management, Content Management, Digital Promotions, Product Accounting, Product Branding, A/B Testing, Google Analytics, KPI Analysis, Service Incident Response, Apparel Commerce, Critical Thinking, Judgment and Decision Making, Internal Collaboration, SME Communication, AOV Analysis, MS Excel, Quantum Metrics, Salesforce Commerce Cloud	30438	2587	421
Site	III	Digital Product Manager	Product Manager	Analytical Thinking, Complex Problem Solving, Articulate Technical Information, SQL Coding, Tableau, Six Sigma, Agile Methodology, JIRA, Technology Leadership, Product Management, Accountability, Team Building, Critical Thinking, Judgment and Decision Making, Research Planning, Managerial Accounting, Policy Management, Business Management	28124	2324	499
Site	III	Ecommerce Brand Manager	Ecommerce Manager	Analytical Thinking, Intuitive Problem Solving, Data Monitoring, Data Interpretation, E Commerce, Digital Communication Strategy, Measure Digital Engagement, SEO Analytics, Management of Personnel Resources, SME Communication, Amazon Seller Central, Sales Strategy, Sales Forecasting, CPG Industry, Internal Collaboration, Research Emerging Trends, Reputation Management, Judgment and Decision Making, Customer Relations, Product Branding	33596	3153	418
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	1822
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	1849
Site	III	Electrical Engineer	Research And Development Engineer	Electrical Engineering, Product Development, Research and Development, Electrical Theory, Electrical Systems, Drafting, Data Visualization, C Programming, Linux, AutoCAD, Critical Thinking, Intuitive Problem Solving	21125	1379	1598
Site	III	Engineering Manager	Engineering Project Manager	Engineering Management, Materials Engineering, Product Strategy, Leadership, Managerial Accounting, Product Design Strategy, Project Management, Engine Configuration, Critical Thinking, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Team Building, Mentoring, Negotiation	27551	2077	692
Site	III	Enterprise Strategy Consultant	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	1901
Site	III	Environmental Engineering Technologist and Technician	Environmental Engineer	Data Monitoring, Environmental Engineering, Management Information Systems, Digital Compliance, Public Relations, Continuous Improvement, Analytical Thinking, Attention to Detail, Intuitive Problem Solving, Report Writing, Advocacy, Ethical Compliance, Negotiation	21316	2398	983

(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.