Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Software Quality Assurance Analyst and Tester	Application Test Lead	Quality Control Analysis, Mongo DB, Oracle OSS, Software Testing, Troubleshooting, Technical Writing	3432	84	1563
Site	III	Cybersecurity Engineer	Application Security Engineer	Articulate Technical Information, Analytical Thinking, Critical Thinking, Judgment and Decision Making, System Security, DevSecOps, Software Application Lifecycle, Process Engineering, Process Management, Manage Cyber Security Threats, Technical Documentation, Cybersecurity Threat Modeling, Internal Collaboration, Automation Testing, System Verification Strategy, Security Management Strategy, Security Incident Response, Cybersecurity Audit, Digital Compliance, Complex Problem Solving	38941	2679	44
Site	III	Applications Developer	Application Developer	Programming, Judgment and Decision Making, Intuitive Problem Solving, Accountability, Systems Development, Analytical Thinking, Systems Analysis, Technical Documentation, Software Development, Systems Architecture, Software Testing, Troubleshooting, Team Building, SME Communication, Digital Compliance	26279	2206	168
Site	III	Product Designer	Apparel Designer	Product Design, Product Storytelling, Product Branding, Creative Thinking, Presentations, Value Engineering, Internal Collaboration, Teamwork, Sketch, AutoCAD, Adobe Photoshop, Adobe Illustrator, Attention to Detail, Creative Problem Solving, Apparel Design, Marketing, Product Design Strategy, Content Creation, Market Research Analysis	32642	2703	44
Site	I	Android Developer	Android Developer	Android App Design, Android Studio, Java, Programming, API Development, Software Multithreading, UI Design, Software Testing, Analytical Thinking, Problem Solving, Teamwork	4224	162	542
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	187
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	635
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	1446
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	135
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	1019

(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.