Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	422
Site	I	Solutions Engineer	Solutions Engineer	Business Development, Sales Planning, Product Strategy, Database Design, Professional Communication, Website Development, Analytical Thinking, Novel Thinking, Business Storytelling, Intuitive Problem Solving, Teamwork, Collaboration, Internal Communication, HTML 5, SQL Programming, Rapid Prototyping	9847	191	420
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	418
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	417
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design, Predictive Modeling, Software Testing, Statistical Analysis, Database Systems Knowledge, Project Management, Technology Leadership, Analytical Thinking, Complex Problem Solving, Python, PyTorch, Computational Thinking	43302	2899	417
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Quality Control Analysis, Automation Testing, Systems Evaluation, Systems Design, SOC Design, SOC Architecture, Intuitive Problem Solving, Articulate Technical Information, Project Management, Internal Communication, SystemVerilog, Analytical Thinking, Critical Thinking	33278	2241	416
Site	I	Software Quality Engineer	Software Quality Control Engineer	Programming, Quality Control Analysis, Database Design, Network Infrastructure, CI/CD, Software Source Control, Analytical Thinking, Data Analysis, Teamwork, Articulate Technical Information, Linux, C Programming, Python, SQL Programming	5813	195	414
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	410
Site	IV	General Counsel Litigation Attorney	Senior Litigation Attorney	Legal Counseling, Legal Research, Litigation, Strategic Planning, Patents, Technology Leadership, Critical Thinking, Analytical Thinking, Articulate Technical Information, Advocacy, Complex Problem Solving, Intellectual Property, Technical Writing, Ethical Compliance, Team Building	39307	3012	405
Site	III	Technical Program Manager	Research Program Manager	Data Interpretation, Organizational Development, Process Modeling, Program Development, Project Coordination, Engineering Management, Feasibility Assessments, Asset Resource Management, Risk Management, Research and Development, Research Leadership, Digital Compliance, Critical Thinking, Analytical Thinking, Ethical Compliance, Scheduling, OKR Analysis	32005	2982	404

(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.