Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Total Views	Skills Based Approach ™	Job Future ℠ Employer
Site	III	Financial Analyst	Attention to Detail, Financial Analysis, Financial Reporting, Financial Modeling, Strategic Planning, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Product Lifecycle Management, Creative Thinking, ERP Systems, MS Excel, Financial Accounting, Financial Forecasting, Data Interpretation, Data Analysis, Business Management, KPI Analysis, Trend Analysis	40213	2776	413	140	128
Site	V	Software Engineer	Full Stack Development, Systems Architecture, System Design Strategy, Network Infrastructure, UI Design, Technology Leadership, NoSql, CI/CD, Digital Compliance, Log Monitoring, Synthetic Monitoring, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Javascript, NodeJS, React JS, CDN, APM, AI Peer Programming	50046	2775	505	164	162
Site	III	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Process Modeling, Complex Problem Solving, Analytical Thinking, Statistical Analysis, Data Center Infrastructure, Forecasting, Feasibility Assessments, Research Emerging Trends, Machine Learning, Mentoring	27869	2774	1021	318	360
Site	IV	Regulatory Reporting Controller	Risk Management, Project Management, Data Governance, Leadership, MS Excel, Technical Documentation, Internal Collaboration, Negotiation, Team Building, Management of Personnel Resources, Managerial Accounting, Evaluate Performance, Data Warehouse, Quality Control Analysis, Regulatory Compliance, Critical Thinking, Judgment and Decision Making, Complex Problem Solving, Credit Systems	40764	2769	570	177	191
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	829	248	244
Site	III	Database Architect	Database Design, Data Interpretation, Quality Control Analysis, Project Management, Analytical Thinking, Critical Thinking, MS SQL Server, SQL Programming, Intuitive Problem Solving	19025	2752	1948	443	368
Site	IV	Data Governance 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	518	170	154
Site	III	Cybersecurity Engineer	System Verification Strategy, Manage Cyber Security Threats, User Access Management, Network Security Audit, Cloud Infrastructure, Security Management Strategy, Security Incident Response, Cybersecurity Threat Modeling, Systems Cryptography, Data Monitoring, Digital Compliance, Policy Management, Database Security, Network Routing Protocols, Python, Perl, Ruby, Judgment and Decision Making, Analytical Thinking, Complex Problem Solving	38177	2746	500	164	156
Site	IV	Commercial Credit Manager	Critical Thinking, Team Building, Financial Analysis, Customer Relations, Underwriting, Analytical Thinking, Judgment and Decision Making, Attention to Detail, Complex Problem Solving, MS Office, Capital IQ, FactSet, Bloomberg, Management of Personnel Resources, Leadership, Financial Modeling, CCM, Risk Management, Financial Reporting, Scenario Analysis	47083	2741	513	156	146
Site	IV	Quality and Compliance Manager	Account Auditing, Process Evaluation, Critical Thinking, Articulate Technical Information, Strategic Partnering, Continuous Improvement, Financial Forecasting, Vendor Management, Financial Reporting, Financial Accounting, CMMS Administration, Safety Compliance, Six Sigma, OSHA Regulations, MS Excel, Policy Adherence, KPI Analysis, Complex Problem Solving, Judgment and Decision Making, Business Operations	45050	2735	108	38	32
Site	IV	AI Engineer	Java, Python, Agentic AI, Langchain, CrewAI, Amazon AWS, AI Applications Design, Machine Learning, Analytical Thinking, Complex Problem Solving, Internal Collaboration, GenAI, Adaptability, Judgment and Decision Making, Prototyping, Technology Leadership, Systems Deployment, Research Emerging Trends, System Verification Strategy, Cloud Infrastructure	43888	2735	603	169	191
Site	IV	Public Relations Writer	Technical Writing, Critical Thinking, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Ethical Compliance, Attention to Detail, Internal Collaboration, Accuracy, Public Policy, Cross Cultural Communication, Research Information, Regulatory Compliance, Data Monitoring, Accountability, Editing, Content Moderation, Business Management, Business Storytelling	47736	2733	404	138	130
Site	V	Senior Product Strategy Manager	Power BI, Power Automate, SharePoint, Copilot, Quantitative Analysis, Data Visualization, Data Analysis, Product Design Strategy, Agile Methodology, Internal Collaboration, Complex Problem Solving, Judgment and Decision Making, Articulate Technical Information, JIRA, API Development, Fintech Industry, GenAI, Process Automation, Product Strategy	52743	2733	127	40	49
Site	III	Software Engineer	Programming, Quality Control Analysis, Software Design, Software Testing, Payment Processing, Analytical Thinking, Intuitive Problem Solving, Troubleshooting, Internal Collaboration, Team Building, C#, HTML 5, Java, Root Cause Analysis, Docker, JS Angular, Kubernetes, React JS, SCRUM	29333	2732	124	41	46
Site	III	Manufacturing Process Engineer	AutoCAD, HVAC Systems, Electrical Systems, Process Engineering, MEP Systems, Engineering Drawing, Controls Hardware, Research Emerging Trends, Installation, Inventory Management, Mechanical Engineering, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, PLC Programming, Systems Architecture, Complex Problem Solving, Troubleshooting, Equipment Selection	33660	2726	116	37	40
Site	III	Integration Engineering Architect	ERP Systems, Maestro, Social Perceptiveness, Agile Methodology, RapidResponse, API Development, ETL, MuleSoft, Business Operations, Logistical Planning, Inventory Management, Sales Planning, Business Management, Root Cause Analysis, Analytical Thinking, Troubleshooting, Internal Collaboration, Technical Support, Digital Compliance, Judgment and Decision Making	31306	2723	557	189	182
Site	V	Public Relations Specialist	Public Relations, Technical Writing, Digital Compliance, Articulate Technical Information, Critical Thinking, Judgment and Decision Making, Reputation Management, Content Management, Social Networking, Media Procurement, Complex Problem Solving, Negotiation, Persuasion, Cross Cultural Communication, Advocacy, Public Policy, Research Emerging Trends, Business Management, Event Planning	52089	2715	401	134	122
Site	V	Brand Quality Manager	Product Development, Apparel Design, Process Engineering, Quality Control Analysis, Quantitative Analysis, Analytical Thinking, Product Testing, Articulate Technical Information, SME Communication, Judgment and Decision Making, KOL Leadership, New Product Introduction, Internal Collaboration, Intuitive Problem Solving, Critical Thinking, Negotiation, Attention to Detail, Risk Management, Regulatory Compliance, Root Cause Analysis	62472	2711	445	152	136
Site	IV	Facilities and Environmental Operations Manager	Engineering Management, Manufacturing Operations, Project Management, Judgment and Decision Making, Critical Thinking, Ethical Compliance, Managerial Accounting, Pollution Abatement, Regulatory Compliance, Equipment Maintenance, Electrical Application, Business Operations, Continuous Improvement, Contract Administration, Management of Personnel Resources, Intuitive Problem Solving, Negotiation, Conflict Resolution, Team Building	40183	2711	548	172	178
Site	III	Controls Engineer	Manufacturing Automation, Manufacturing Operations, Materials Engineering, Process Safety Management, Safety Compliance, Safety Audit, Safety Instrumented Functions, DCS Architectures, Troubleshooting, Leadership, Capital Budgeting Decisions, Managerial Accounting, Technical Documentation, Process Hazards Analysis, Root Cause Analysis, Policy Training, Critical Thinking, Judgment and Decision Making, Intuitive Problem Solving	31115	2707	445	150	154

(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.