Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Data and Insights Manager	Data Science and Analytics Manager	Data Analysis, Predictive Modeling, Data Governance, Critical Thinking, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Research Emerging Trends, Machine Learning, KOL Leadership, Team Building, Business Operations, Judgment and Decision Making, Process Modeling, Managerial Accounting, Tableau, Python, Business Strategy	47517	2839	351
Site	IV	Data and Insights Manager	Business Data Manager	Data Governance, Quality Control Analysis, Data Analysis, Data Lifecycle Management, Policy Management, Process Management, Judgment and Decision Making, Articulate Technical Information, Critical Thinking, Analytical Thinking, Attention to Detail, Digital Compliance, Data Monitoring, SME Communication, Evaluate Performance, SQL Programming, Internal Collaboration, Project Management, Creative Problem Solving, Financial Modeling	49407	2680	199
Site	IV	Data Engineer	Data Engineer	Data Interpretation, Data Monitoring, Database Design, Statistical Analysis, Predictive Modeling, Machine Learning, Elasticsearch , Splunk, Agile Methodology, Analytical Thinking, Team Building, Collaboration	26158	1924	1264
Site	IV	Data Governance Analyst	Business Analyst	Content Management, Data Governance, Data Lifecycle Management, Andragogy, Instructional Design, Training, Define Requirements, Continuous Improvement, Metadata Schema, Project Coordination, Research Leadership, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, SME Communication, Attention to Detail, Troubleshooting, Informatica PowerCenter, Critical Thinking	46574	2749	284
Site	IV	Data Scientist	Senior Data Scientist	Data Analysis, Data Interpretation, Forecasting, Quantitative Analysis, Strategic Planning, SQL Coding, Analytical Thinking, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Teamwork, MS Excel	34002	1674	1606
Site	IV	Database and Network Architect	Data Architect	Database Design, Construct Data Structures, Data Monitoring, Database Systems Knowledge, Logistical Planning, Process Modeling, Cloud Computing, Cloud Databases, MySQL, Information Security Management, Analytical Thinking, Complex Problem Solving, Team Building, MS SQL Server, SQL Coding	38145	1748	1718
Site	IV	Design Engineer	Senior Design Engineer	Product Design, Management of Material Resources, Product Design Strategy, Product Discovery, Product Evaluation, Mechanical Engineering, Prototyping, Computer Aided Design, Continuous Improvement, Technical Documentation, Procurement, Managerial Accounting, Analytical Thinking, Internal Collaboration, Research Emerging Trends, Creo, Teamcenter	39164	2389	361
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Quality Control Analysis, Automation Testing, Systems Evaluation, Systems Design, SOC Design, SOC Architecture, Intuitive Problem Solving, Articulate Technical Information, Project Management, Internal Communication, SystemVerilog, Analytical Thinking, Critical Thinking	33278	2241	719
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	46355	1591	515
Site	IV	Drive Unit Design Engineer	Design Engineer	Prototyping, Process Management, Technical Documentation, Continuous Improvement, Mechanical Engineering, Powertrain Engineering, System Design Strategy, CAE Engineering, Analytical Thinking, Electrical Systems, Accountability, Internal Collaboration, Articulate Technical Information, Attention to Detail, Complex Problem Solving, ANSYS Fluent, MATLAB, Python	46355	2062	456

(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.