Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	46355	1591	187
Site	III	Computer and Information Research Scientist	Research Scientist	Data Science, Data Visualization, Data Monitoring, Research and Development, Statistical Analysis, LLM Design, Machine Learning, Cloud Computing, Complex Problem Solving, Computational Thinking, Analytical Thinking	26278	1976	1152
Site	V	Machine Learning Engineer	Performance and Scalability Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Cloud Infrastructure, ML Fault Tolerance, GPU Architecture, Automation Testing, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Kubernetes, C Programming, Python, ONNX, TensorRT, Nsight, PyTorch	55767	2354	223
Site	II	Tax Return Reviewer	Tax Preparer	Accounting, Account Reconciliation, Documentation, Account Analysis, Intuitive Problem Solving, Analytical Thinking, Ethical Compliance, Customer Relations, Mentoring, Attention to Detail	6502	152	1177
Site	I	UX Designer	Ux Developer	UX Design, UI Design, Product Design, Product Strategy, Prototyping, Data Visualization, Creative Thinking, Teamwork, Agile Methodology	3213	132	864
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, CI/CD, Quality Control Analysis, Research Leadership, Software Testing, Cloud Infrastructure, Patents, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Team Building, C Programming, TypeScript, Python	42151	1989	219
Site	III	Software Engineer	OS Internals Software Engineer	Systems Development, C Programming, Product Evaluation, Collaboration, Device Management, Computational Thinking, Problem Solving, iOS System, Android, Linux, Java, Windows OS, AOSP, Android JNI	6853	115	358
Site	II	GPU Software Development Engineer	GPU Software Developer	Python, AI Applications, DirectML, CI/CD, TensorFlow, SQL Programming, Computational Thinking, Analytical Thinking, Intuitive Problem Solving, Collaboration, Teamwork	21697	1391	384

(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.