Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Total Views	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Application Security Engineer	SAST, Java, Python, SSDF, Software Application Lifecycle, Analytical Thinking, CISSP, Stakeholder Management, Engineering Management, Security Management Strategy, Manage Cyber Security Threats, ML Fault Tolerance, Data Governance, Technical Documentation, Log Monitoring, Application Security Scanning, Technology Leadership, CI/CD, Complex Problem Solving	40183	3559	9	1	1
Site	III	Information Security Engineer	Risk Management, Security Management Strategy, Systems Architecture, Network Security Audit, Process Automation, System Verification Strategy, Systems Cryptography, Software Application Lifecycle, Virtualization Technology, Feasibility Assessments, DevSecOps, Analytical Thinking, CI/CD, Articulate Technical Information, Complex Problem Solving, SME Communication, Java, Amazon AWS, Linux, VMware	36396	3531	120	41	37
Site	V	AI Software Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	1428	524	372
Site	IV	General Counsel Attorney	Legal Analysis, Legal Counseling, Communication Strategy, Contract Lifecycle Management , Contract Writing, Policy Adherence, Regulatory Compliance, Legal Leadership, Real Estate, Business Management, Critical Thinking, Analytical Thinking, Articulate Technical Information, Conflict Resolution, Judgment and Decision Making, Complex Problem Solving, Negotiation, Accountability, Attention to Detail, Internal Collaboration	45050	3463	72	22	23
Site	IV	Supply Chain 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	67	19	22
Site	IV	Database Enginner	MongoDB, NoSql, Ansible, Python, Terraform, Cloud Databases, Linux, Intuitive Problem Solving, Technical Documentation, Fault Incident Response, SME Communication, Complex Problem Solving, Analytical Thinking, Troubleshooting, Data Monitoring, Database Design, Database Audit, PAAS, Internal Collaboration, Cassandra	44469	3439	129	43	43
Site	V	Data Governance Director	Judgment and Decision Making, Critical Thinking, Articulate Technical Information, Amazon AWS, ETL, API Development, KOL Leadership, Cloud Infrastructure, Data Lifecycle Management, ERP Systems, Data Governance, Engineering Management, Feasibility Assessments, Data Modeling, Digital Compliance, Business Management, Hospitality Industry, Internal Collaboration, Complex Problem Solving, Analytical Thinking	56259	3434	81	26	27
Site	III	Senior Cybersecurity Engineer	Kubernetes, Cloud Infrastructure, Security Management Strategy, DevSecOps, Analytical Thinking, CI/CD, Cybersecurity Threat Modeling, Manage Cyber Security Threats, Amazon AWS, API Development, Policy Management, Policy Training, Research Emerging Trends, System Monitoring, Log Monitoring, User Access Management, IAM/KMS, RBAC, Digital Compliance, Complex Problem Solving	36396	3427	129	42	40
Site	IV	Information Technology Manager	AV Coordination, IT Infrastructure, Technical Risk Assessment, AV Collaboration Systems, Cost Accounting, Process Management, Service Incident Response, Technical Support, Vendor Management, Project Management, Continuous Improvement, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Video Conferencing, Attention to Detail, SLA Adherence, Adobe Media Encoder, Adobe Premiere Pro, Microsoft Teams	42145	3425	428	144	135
Site	IV	Software Engineer	Analytical Thinking, Articulate Technical Information, Postgres, Software Development, Continuous Improvement, Financial Analysis, Quantitative Analysis, Optimization Strategies, Quadratic Optimization, Software Application Lifecycle, Project Coordination, Complex Problem Solving, Amazon AWS, Internal Collaboration, Docker, Micro Service Applications, Python, OpenOptimizer, Risk Analysis, Financial Modeling	43307	3383	9	1	1
Site	III	Marketing 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	69	19	21
Site	III	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	123	40	42
Site	III	Accountant	Accounting, GAAP, GxP Compliance, Project Accounting, CPG Industry, Attention to Detail, Accountability, Intangible Assets, Financial Valuation, Trend Analysis, Account Auditing, SOX Control Design, Technical Documentation, Analytical Thinking, Judgment and Decision Making, Internal Collaboration, Intuitive Problem Solving, Ethical Compliance, Financial Analysis	33914	3312	418	138	134
Site	IV	Environmental Scientist	Data Analysis, Data Monitoring, Environmental Engineering, Technical Risk Assessment, Regulatory Compliance, Technical Documentation, Technical Support, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Troubleshooting, SME Communication, Attention to Detail, Internal Collaboration, RCRA Standards, Process Hazards Analysis, MS Excel, EPCRA Standards	44178	3294	113	33	38
Site	IV	Data Engineer	Data Governance, Data Modeling, Database Security, Data Monitoring, Digital Compliance, Fault Incident Response, Technology Leadership, API Development, Analytical Thinking, Microsoft Power Platform, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, SME Communication, Business Intelligence Reporting, MS Fabric, Power BI, Power Automate, SQL Coding, SOPs/WIs	43307	3293	83	25	29
Site	IV	Marketing Director	B2B Marketing, Marketo, HubSpot, Marketing Leadership, Judgment and Decision Making, Critical Thinking, Complex Problem Solving, Negotiation, Customer Relations, Optimization Strategies, Account Management, Marketing Campaigning, ABM Programs, KPI Analysis, Business Intelligence Reporting, Brand Storytelling, Quantitative Analysis, A/B Testing, Internal Collaboration, Content Management	44469	3276	127	45	41
Site	III	Financial and Investment Analysts	Project Management, Business Management, Financial Valuation, Analytical Thinking, Judgment and Decision Making, Quantitative Analysis, Internal Collaboration, Corporate Governance, Corporate Compensation, Risk Management, Corporate Investment Strategy, Policy Management, Policy Adherence, Articulate Technical Information, Complex Problem Solving, Conflict Resolution, Stakeholder Management, Vendor Management, Negotiation, Team Building	35887	3261	13	1	1
Site	IV	Supply Chain Planner	Logistical Planning, Change Management, Policy Adherence, Program Design, Program Management, Strategic Sourcing, Cost Accounting, Scenario Analysis, KPI Analysis, Risk Management, Industrial Compliance, Strategic Partnering, Supply Chain Leadership, Analytical Thinking, Complex Problem Solving, Judgment and Decision Making, Accountability, Conflict Resolution, Mentoring, Oil and Gas Industry	49117	3260	447	144	138
Site	IV	Data and Insights Manager	Business Management, Data Governance, Financial Analysis, Alteryx, Judgment and Decision Making, Articulate Technical Information, Critical Thinking, Complex Problem Solving, Technology Leadership, Digital Compliance, SME Communication, Policy Management, Continuous Improvement, Reltio, Informatica PowerCenter, Systems Architecture, KPI Analysis, Internal Collaboration, Mentoring, Azure Databricks	41854	3252	119	36	41
Site	V	Data Scientist	Complex Problem Solving, Data Governance, Data Analysis, Machine Learning, TensorFlow, Numpy, Python, Pandas, Power BI, Azure Databricks, Agile Methodology, Forecasting, Business Strategy, Analytical Thinking, Articulate Technical Information, Attention to Detail, Model Explainability Techniques, Predictive Modeling, Statistical Analysis, Machine Learning Lifecycle	57567	3243	443	150	150

(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.