Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Device Design Engineer	Device Design Engineer	Device Engineering, Process Engineering, Systems Design, SOC Architecture, SOC Design, Complex Problem Solving, Articulate Technical Information, KOL Leadership, Novel Thinking, Mentoring, Research Emerging Trends, Team Building, Product Strategy, Analytical Thinking	42684	2338	363
Site	III	Environmental Engineering Technologist and Technician	Environmental Engineer	Environmental Engineering, Management Information Systems, Data Monitoring, Digital Compliance, Ethical Compliance, Public Relations, Negotiation, Writing Reports, Advocacy, Analytical Thinking, Intuitive Problem Solving, Continuous Improvement, Attention to Detail	21316	2398	314
Site	IV	Business Development Manager	Business Development Lead	Product Strategy, Strategic Partnering, Technology Leadership, Project Management, Public Relations, SOC Architecture, Critical Thinking, Adaptability, Verbal Communication, Negotiation, Team Building, Shipley	25287	2106	316
Site	III	Information Technology Systems Analyst	Sap Systems Analyst	Systems Architecture, Systems Evaluation, ERP Project Development, Asset Resource Management, Management of Material Resources, Analytical Thinking, Project Coordination, Quality Control Analysis, Software Testing, SCRUM, Programming, REST API	21634	2300	362
Site	V	Packaging Commodity Manger	Packaging Commodity Manager	Packaging Engineering, Asset Resource Management, Commodity Management, Supply Chain Leadership, Managerial Accounting, Managerial Finance, Product Management, Product Pricing Analysis, Negotiation, Contract Writing, Analytical Thinking, Novel Thinking	39903	2511	298
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	339
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	334
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	357
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	337
Site	I	Hardware Engineer	Silicon Hardware Engineer	Engineering Design, Systems Architecture, AI Hardware Design, Software Development, Software Testing, Data Analysis, Intuitive Problem Solving, Critical Thinking, Computational Thinking, Teamwork	7165	172	296

(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.