Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Data Engineer	Senior Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis, Define System Requirements, Digital Compliance, Cloud Infrastructure, Observability, Analytical Thinking, Critical Thinking, Articulate Technical Information, Conceptual Problem Solving, Judgment and Decision Making, Research Emerging Trends, Python, SQL Coding, Amazon AWS, BigQuery, ETL	47083	2562	35
Site	IV	Cybersecurity Analyst	Cyber Security Threat Intelligence Analyst	CISSP, GenAI, Trend Analysis, Analytical Thinking, Complex Problem Solving, Scenario Analysis, Business Intelligence Reporting, Judgment and Decision Making, Articulate Technical Information, Digital Compliance, Cybersecurity Threat Modeling, Internal Collaboration, Technical Risk Assessment, Cybersecurity Frameworks, Research Emerging Trends, Business Operations, Data Monitoring, OSINT, Accountability, Strategic Communications	45631	2790	36
Site	I	Product Marketing Analyst	Marketing Analyst	Marketing, Marketing Campaigning, Account Management, SEO Strategy, Advertising, Marketing Analysis, Marketing Coordination, Measure Digital Engagement, Digital Promotions, Google Analytics, Analytical Thinking, Program Analysis, Articulate Technical Information, Conceptual Problem Solving, Judgment and Decision Making, Internal Collaboration, PPC Campaigns, Adobe Analytics, Salesforce Commerce Cloud, Hospitality Industry	7437	244	36
Site	IV	Investor Relations Manager	Investor Relations Manager	Financial Analysis, Financial Reporting, Accounting, Strategic Communications, Public Relations Strategy, Judgment and Decision Making, Analytical Thinking, Articulate Technical Information, Internal Collaboration, Negotiation, Attention to Detail, Regulatory Compliance, Accuracy, Communications Governance, Accountability, Critical Thinking, Complex Problem Solving, Stakeholder Management	43450	3004	37
Site	III	Marketing SEO Analyst	SEO Analyst	Marketing, Customer Acquisition, SEO Analytics, SEO Optimization, Hospitality Industry, Airtable, Vendor Management, Project Coordination, Analytical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Attention to Detail, Agentic AI, Cross Cultural Communication, Adobe Analytics, SEOClarity, Conductor, User Onboarding, Continuous Improvement, Data Analysis	32069	3373	39
Site	II	Network and Computer Systems Administrator	Lead Systems Administrator	Systems Administration, Network Routing Protocols, Process Evaluation, Systems Design, Database Deployment, Service Incident Response, Operational Excellence, Technical Documentation, Payment Processing, Analytical Thinking, Complex Problem Solving, Troubleshooting, Attention to Detail, PowerShell, Linux, MES Systems, Python, Windows OS, Active Directory, SOX Control Design	10487	270	40
Site	V	Director Personnel Management	Workforce Solutions Director	Organizational Development, Leadership Development, Strategic Planning, Critical Thinking, Judgment and Decision Making, Negotiation, Conflict Resolution, Articulate Technical Information, Strategic Talent Sourcing, KOL Leadership, Internal Collaboration, Conceptual Problem Solving, Stakeholder Management, Business Management, Human Resource Management, Ethical Compliance, Continuous Improvement, Program Management, Business Storytelling, Social Perceptiveness	62145	2825	41
Site	III	Payroll Manager	Payroll Supervisor	Analytical Thinking, Attention to Detail, MS Excel, Regulatory Compliance, SME Communication, ServiceNow, Oracle HCM, Payroll Management, Account Analysis, Intuitive Problem Solving, SLA Adherence, Report Writing, Process Evaluation, Accounting, Continuous Improvement, Judgment and Decision Making, Internal Collaboration, Root Cause Analysis, Customer Relations	28570	2576	41
Site	IV	Procurement Operations Manager	Lead Vendor Relations	Contract Administration, Negotiation, Attention to Detail, Vendor Management, SLA Adherence, Internal Collaboration, KPI Analysis, Conflict Resolution, Fault Incident Response, Stakeholder Management, Business Process Outsourcing, BOTT Modeling, Judgment and Decision Making, Analytical Thinking, Complex Problem Solving, Accountability, Articulate Technical Information, Partner Relationship Building, Trade Compliance, Project Management	42145	2687	41
Site	III	Financial Advisor	Finance Real Estate Supervisor	Real Estate Finance, Financial Analysis, Financial Reporting, Financial Planning, Accounting, Analytical Thinking, Attention to Detail, Team Building, Conceptual Problem Solving, Internal Collaboration, MS Excel, Financial Forecasting, Cash Management, Risk Analysis, Real Estate, Continuous Improvement, Judgment and Decision Making, KPI Analysis, SME Communication	32133	2449	42
Site	IV	Product Manager	Digital Ordering Product Manager	Product Management, Technology Leadership, Critical Thinking, Data Analysis, Quantitative Analysis, A/B Testing, Mobile UX Design, Customer Acquisition, Customer Research Design, Product Storytelling, Stakeholder Management, Internal Collaboration, Product Discovery, Product Design, Articulate Technical Information, Judgment and Decision Making, Business Management, Measure Digital Engagement, Digital Promotions, Marketing	53765	2817	42
Site	IV	Supply Chain Manager	Customs and Trade Manager	Analytical Thinking, Judgment and Decision Making, Conflict Resolution, Complex Problem Solving, Negotiation, Articulate Technical Information, Process Modeling, Trade Compliance, Economic Analysis, Risk Management, Accounting, Oracle EBS, Attention to Detail, Cross Cultural Communication, Social Perceptiveness, Logistical Planning, Supply Chain Leadership, Quantitative Analysis, International Trade, SOPs/WIs	46212	3442	42
Site	III	UX Designer	UX Designer	Conduct Focus Groups, Agentic AI, Define Requirements, Process Modeling, Product Design, Prototyping, Quality Control Analysis, UX Design, Critical Thinking, Attention to Detail, Conceptual Problem Solving, Internal Collaboration, Judgment and Decision Making, Negotiation, New Media Literacy, Research Emerging Trends, SME Communication, Adobe Creative Cloud, Figma	31369	2937	42
Site	IV	Engineering Manager	Cloud Engineer	Critical Thinking, Optimization Strategies, Observability, SOX Control Design, Digital Compliance, Regulatory Compliance, Cloud Infrastructure, Amazon AWS, Python, Datadog, Java, Vendor Management, Policy Adherence, Engineering Management, Articulate Technical Information, Judgment and Decision Making, Internal Collaboration, Process Engineering, Technology Leadership, Complex Problem Solving	43888	3059	43
Site	IV	Program Manager	Technology Program Manager	Product Design, Product Lifecycle Management, Digital Compliance, Marketing POS, Digital Inventory Management, AI Applications, Management of Personnel Resources, Strategic Partnering, Cross Cultural Communication, Financial Forecasting, Internal Collaboration, Strategic Talent Sourcing, Retail Industry, Complex Problem Solving, Change Management, Program Management, Stakeholder Management, Judgment and Decision Making, Critical Thinking, Articulate Technical Information	47955	2706	43
Site	III	Software Quality Engineer	Mobile Application Quality Engineer	Software Application Lifecycle, Unit Testing, Mobile UX Design, Software Testing, Android Studio, A/B Testing, IOS Development, Fault Incident Response, Quality Control Analysis, Computational Thinking, Mobile QA, Kobiton, Intuitive Problem Solving, Mentoring, Android, Xcode, Agile Methodology, Appium, Confluence	28824	3175	44
Site	V	Finance Director	Director Of Finance	Business Management, Financial Analysis, Negotiation, Strategic Planning, Scenario Analysis, Sensitivity Analysis, Financial Forecasting, Policy Management, Quantitative Analysis, Business Storytelling, Stakeholder Management, Policy Adherence, Critical Thinking, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Internal Collaboration, Conflict Resolution, Mentoring, Team Building	58221	3012	45
Site	IV	Public Relations Manager	Public Relations Manager	Public Relations, Hospitality Industry, Event Planning, Digital Communication Strategy, Social Media Strategy, Social Networking, Social Perceptiveness, Business Storytelling, Public Relations Strategy, Policy Management, Partner Relationship Building, Internal Collaboration, Strategic Partnering, Critical Thinking, Judgment and Decision Making, Articulate Technical Information, Negotiation, Regulatory Compliance, Policy Training, Conceptual Problem Solving	46793	3061	45
Site	III	UX Researcher	Senior UX Researcher	Human Computer Interaction, Mobile UX Design, Product Design Strategy, UX Design, Quantitative Analysis, Feasibility Assessments, Conduct Focus Groups, Project Management, Research Planning, E Commerce, Research and Development, Technical Documentation, Analytical Thinking, Product Storytelling, Conceptual Problem Solving, Judgment and Decision Making, New Media Literacy, Attention to Detail, Internal Collaboration, Negotiation	33087	3044	45
Site	IV	Business Systems Analyst	Systems Analyst	Unity Catalog, Privacera, Systems Architecture, Azure Databricks, Operational Excellence, Business Management, Continuous Improvement, Data Governance, Articulate Technical Information, Internal Collaboration, Python, SQL Programming, GDPR/CCPA/TCF, Digital Compliance, ABAC Modeling, Systems Analysis, User Access Management, Judgment and Decision Making, Analytical Thinking	40589	3236	47

(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.