Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Cybersecurity Analyst	Cybersecurity Ops Technologist	Data Monitoring, Manage Cyber Security Threats, System Security, Cybersecurity Threat Modeling, Network Security Audit, Business Operations, Data Analysis, DevSecOps, System Verification Strategy, Systems Architecture, Digital Compliance, Network Routing Protocols, Security Incident Response, Analytical Thinking, Attention to Detail, Email Domain Protocols, Proofpoint, Software Project Management	11625	224	610
Site	III	Data Scientist	Geospatial 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	84
Site	IV	Cybersecurity Engineer	IAM Engineer	IAM/KMS, RBAC, OpenID Connect, CISSP, SAML, OAUTH, User Access Management, Systems Architecture, Microsoft Entra, Technology Leadership, Risk Management, Analytical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Digital Compliance, Conflict Resolution, Process Engineering, Manage Cyber Security Threats, Cybersecurity Audit, Technical Documentation	43888	3166	11
Site	I	Applications Developer	.Net Developer	UI Design, Unit Testing, Microsoft Dynamics CRM, Critical Thinking, Intuitive Problem Solving, Report Writing, ASP .Net, HTML 5, Javascript, MS SQL Server, C#, Software Development	5247	136	2139
Site	III	Principal Accounting Advisor	Accounting Coordinator	Accounting, Account Management, Managerial Finance, Business Operations, Account Auditing, Account Analysis, Financial Reporting, Leadership, Financial Analysis, Accuracy, Ethical Compliance, Technical Writing	22652	1749	1373
Site	II	Actuarie	Actuarial Analyst	Applied Mathematics, Financial Analysis, Market Research Analysis, Data Monitoring, Data Interpretation, Statistical Analysis, Analytical Thinking, Articulate Technical Information, Complex Problem Solving	7402	110	2009
Site	IV	Data Analytics Lead	Advanced Analytics Analyst	Analytical Thinking, Quantitative Analysis, Predictive Modeling, Articulate Technical Information, Sales Forecasting, Data Governance, Data Analysis, Cloud Infrastructure, Statistical Modeling, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Negotiation, Internal Collaboration, SAS, Oracle Exadata, SQL Programming, Power BI, Python	48026	2633	627
Site	III	Analytics Consultant	Advanced Analytics Consultant	Stakeholder Management, Sales Forecasting, Data Analysis, Sales Strategy, Research Leadership, Managerial Accounting, Evaluate Performance, Product Pricing Analysis, Financial Analysis, Report Writing, Complex Problem Solving, Articulate Technical Information, Analytical Thinking, Judgment and Decision Making, Predictive Modeling, Process Management, Actuarial Science, Data Monitoring, SQL Programming, SAS	38177	2842	511
Site	III	Software Engineer	Advanced Software Engineer	Team Building, Engineering Management, Network Infrastructure, Computer Science, Software Development, Software Application Lifecycle, Systems Design, Process Automation, Cloud Infrastructure, Complex Problem Solving, UI Design, Database Systems Knowledge, Critical Thinking, Analytical Thinking, Articulate Technical Information, Technology Strategy, Technology Leadership	32260	2222	542
Site	III	Advertising Manager	Advertising Account Manager	Marketing Campaigning, New Media Literacy, VAST, VPAID, MRAID, Analytical Thinking, Project Coordination, Time Management, Market Research Analysis, Intuitive Problem Solving	16416	1043	1802
Site	III	Programmatic Media Advertising Manager	Advertising Manager	Data Monitoring, Marketing Strategy, Programmatic Advertising, Supply Path Optimization, Cost Accounting, Digital Inventory Management, Strategic Sourcing, Advertising, Media Procurement, Quantitative Analysis, Sustainability Frameworks, Digital Compliance, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Collaboration, Negotiation, Team Building, HCP Branding	35441	3094	611
Site	III	Advertising Sales Agent	Advertising Network Specialist	Advertising Strategy, Marketing Strategy, Marketing Programs, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Negotiation, Accountability, Advertising Network Industry, Strategic Partnering, Internal Collaboration, Strategic Communications, Project Coordination, Business Storytelling, Team Building, Analytical Thinking, Critical Thinking, Customer Acquisition, Brand Marketing, Regulatory Compliance	37923	2868	74
Site	IV	Aerodynamics Engineer	Aerodynamics Engineer	Aerodynamics, Computational Fluid Dynamics, Process Management, Prototyping, Aeronautical Engineering, Mechanical Engineering, Product Development, Analytical Thinking, Critical Thinking, Conflict Resolution, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Accountability, Internal Communication, Negotiation, ANSYS Fluent, CATIA, HyperWorks	49479	1645	761
Site	I	Aerospace Engineer	Aerospace Engineer	SolidWorks, Engineering Design, Mathematics, Complex Problem Solving, Ethical Compliance, Articulate Technical Information, Quality Control Analysis, Drafting, Analytical Thinking, Judgment and Decision Making	3966	100	2078
Site	IV	Commercialization Manager	Agentic Commerce Manager	AI Applications, Business Management, Data Governance, Market Research Analysis, Product Design Strategy, Strategic Partnering, Strategic Planning, Business Storytelling, Data Visualization, Quantitative Analysis, Technology Leadership, Project Management, Critical Thinking, Analytical Thinking, Creative Problem Solving, Articulate Technical Information, Judgment and Decision Making, Alteryx, Business Intelligence Reporting, Tableau	53765	2906	67
Site	III	AI Engineer	AI Engineer	Programming, Python, LLM Design, Machine Learning, TensorFlow, Systems Evaluation, Troubleshooting, Cloud Computing, Complex Problem Solving, Mentoring, Team Building, Analytical Thinking, Critical Thinking	23352	1559	1857
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	556
Site	V	AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	1371
Site	III	AI Hardware Engineer	AI Hardware and Rack Verification Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, System Verification Strategy, Computer Verification, Computational Thinking, Quality Control Analysis, Automation Testing, Network Infrastructure, Complex Problem Solving, Python SV, Negotiation	25388	2482	979
Site	II	Compliance Officer	Aml Analyst	Attention to Detail, Critical Thinking, Research Information, Fraud Detection, Regulatory Compliance, Quality Control Analysis, Intuitive Problem Solving, Risk Management, Prioritizing, Technical Documentation, AML / KYC, Internal Collaboration, Team Building, Judgment and Decision Making, Business Operations, Security Incident Response, Process Management	9345	190	743

(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.