Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	287
Site	I	High School Teacher	High School Teacher	Classroom Management, Behavioral Management, Create Assessments, Curriculum Development, Verbal Communication, Team Building, Intuitive Problem Solving, Judgment and Decision Making, Critical Thinking	3906	111	1561
Site	IV	Data Analytics Lead	HR Data Analytics Lead	Analytical Thinking, Report Writing, Program Management, Data Governance, Accuracy, Internal Collaboration, Judgment and Decision Making, Project Coordination, Human Resource Management, Leadership, Statistical Analysis, Root Cause Analysis, Data Lifecycle Management, Data Monitoring, Digital Auditing, Articulate Technical Information, Complex Problem Solving, PeopleSoft, Tableau, Power BI	47664	3011	93
Site	I	Lawyer	Contract Attorney	Legal Analysis, Critical Thinking, Legal Research, Negotiation, Ethical Compliance, Judgment and Decision Making, Technical Writing, Complex Problem Solving, New Media Literacy, Attention to Detail, Verbal Communication	20425	1584	1483
Site	IV	Engineering Manager	Automation Equipment Design Manager	Mechanical Engineering, SolidWorks, Technical Documentation, Intuitive Problem Solving, Judgment and Decision Making, Engineering Management, Equipment Maintenance, Systems Deployment, Contract Administration, GD&T, FMEA, RCA, DOE, Project Management, Process Automation, Process Management, Engineering Design, Safety Compliance, Research and Development, Design Leadership	41564	2304	181
Site	IV	Software Quality Engineering Lead	Software Quality Assurance Engineer	Quality Control Analysis, Software Testing, Automation Testing, Unit Testing, Process Modeling, Product Evaluation, Network Infrastructure, Operating Systems Management, Technical Writing, Collaboration, Linux, Windows OS, Python, Java, Analytical Thinking, Critical Thinking, Judgment and Decision Making	38292	2242	1341
Site	III	Information Technology Systems Analyst	Sap Systems Analyst	Systems Architecture, Systems Evaluation, ERP Project Development, Asset Resource Management, Management of Material Resources, Analytical Thinking, Project Coordination, Quality Control Analysis, Software Testing, SCRUM, Programming, REST API	21634	2300	676
Site	V	Marketing Specialist	Senior Marketing Specialist	B2B Marketing, Business Management, Content Management, Complex Problem Solving, Critical Thinking, Judgment and Decision Making, Project Management, Internal Collaboration, Articulate Technical Information, Marketing Strategy, Marketing Leadership, Data Governance, Cultural Understanding, Social Perceptiveness, Digital Compliance, E Commerce, LMS Administration, CMS Administration, Negotiation	49473	2573	277
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	110
Site	III	Librarian, Curator, and Archivist	Librarian	Information Science, Research Information, Cataloging, Management Information Systems, Organizational Development, Metadata Schema, LLM Design, Machine Learning, Problem Solving, Attention to Detail, Critical Thinking	22206	1676	1367

(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.