Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	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	618
Site	IV	Regulatory Reporting Controller	Regulatory Reporting Manager	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	210
Site	IV	Machine Learning Engineer	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	435
Site	III	Database Architect	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	1543
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	160
Site	III	Cybersecurity Engineer	iSOC Security 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	155
Site	IV	Commercial Credit Manager	Commercial Credit Lead	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	149
Site	IV	AI Engineer	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	168
Site	IV	Public Relations Writer	Writer Editor	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	66
Site	III	Integration Engineering Architect	Integration Architect	ERP Systems, Maestro, Social Perceptiveness, Agile Methodology, RapidResponse, API Development, ETL, MuleSoft, Business Operations, Logistical Planning, Inventory Management, Sales Planning, Business Management, RCA, Analytical Thinking, Troubleshooting, Internal Collaboration, Technical Support, Digital Compliance, Judgment and Decision Making	31306	2723	196

(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.