Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Data and Insights Analyst	Data and Insights Senior Analyst	Data Visualization, Data interpretation, Database Systems Knowledge, R Programming, Statistical Analysis, Mathematics, SQL Coding, Attention to Detail, Accuracy, Articulate Technical Information, Report Writing	2103	1534	1149
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Sales Forecasting, A/B testing, Snowflake, Power BI, Data Analysis, Analytical Thinking, Data Visualization, Predictive Modeling, Azure Databricks, Intuitive Problem Solving, Articulate Technical Information, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Data Interpretation, Project Management	50675	1922	81
Site	IV	Data Scientist	Senior Data Scientist	Forecasting, Strategic Planning, Data interpretation, Data Analysis, Teamwork, Attention to Detail, Quantitative Analysis, SQL Coding, MS Excel	4995	1833	1128
Site	IV	Database and Network Architect	Data Architect	Process Modeling, Data Monitoring, Database Systems Knowledge, Database Design, Construct Data Structures, Team Building, Logistical Planning, MS SQL Server, MySQL, SQL Coding, Cloud Computing, Cloud Databases, Complex Problem Solving, Information Security Management	7103	1436	1207
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Systems Design, Systems Evaluation, Automation Testing, Quality Control Analysis, SOC Architecture, SOC Design, Articulate Technical Information, Intuitive Problem Solving, SystemVerilog, Project Management, Internal Communication	16538	1582	255
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	47058	1591	76
Site	IV	Drive Unit Design Engineer	Design Engineer	Mechanical Engineering, Technical Documentation, Continuous Improvement, Process Management, Analytical Thinking, Complex Problem Solving, Electrical Systems, Articulate Technical Information, Internal Collaboration, CAE Engineering, MATLAB, Python, Accountability, Attention to Detail, System Design Strategy, Powertrain Engineering, ANSYS Fluent, Prototyping	59442	1643	24
Site	IV	Ecommerce Technical Analyst	Senior Ecommerce Analyst	E Commerce, Digital Compliance, Vendor Management, Fraud Detection, Define System Requirements, Technical Support, Contract Administration, Risk Management, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Security Management Strategy, Payment Processing, Salesforce Commerce Cloud , Adyen, Forter, Curalate	26360	1816	90
Site	IV	Financial and Investment Analysts	Investment Banking Associate	Strategic Planning, Financial Analysis, Product Strategy, Managerial Accounting, Process Modeling, Organizational Development, Data interpretation, Data Visualization, Report Writing	5721	359	1207
Site	IV	Financial and Investment Analysts	Product Investment Strategy	Business Management, Business Strategy, Process Modeling, Product Strategy, Technical Writing, Analytical Thinking, Critical Thinking, Complex Problem Solving, Team Building	6336	986	1126

(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.