Tier	Title	Position	Skills	Prior	Year 1	Views
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	71
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	64
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	1854
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	1367
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	978
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	741

(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.