Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Market Research Analyst	Market Research Analyst	Statistical Analysis, Data Monitoring, Data interpretation, Data Analysis, Report Writing, Market Research Analysis, Market Strategy, Analytical Thinking, Critical Thinking	2091	176	868
Site	I	Site Reliability Engineer	Cloud Engineer	LLM Design, Cloud Databases, Cloud Computing, IT Infrastructure, Management Information Systems, Systems Evaluation, Troubleshooting, Complex Problem Solving, Computational Thinking, Team Building, Programming, Data Monitoring	2076	159	672
Site	II	Financial Risk Specialist	Risk Management Specialist	Quantitative Analysis, risk management, Mathematics, Statistical Analysis, Management Information Systems, SQL Coding, Data Analysis, Data Monitoring, Financial Analysis, Analytical Thinking	2072	181	840
Site	I	RTL Design Engineer	Logic Design Engineer	Electrical Systems, RTL Design, SystemVerilog, Python, Electrical Engineering, Computational Thinking, Unit Testing, Intuitive Problem Solving, Collaboration, System Design Strategy, Analytical Thinking, Systems Evaluation	2038	169	51
Site	III	Design Engineer	Senior Design Engineer	Mechanical Engineering, Product Design, Troubleshooting, Engineering Design, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance	2032	1734	659
Site	III	Facilities Manager	Security Manager	Procurement, Asset Resource Management, Human Resource Management, Security Management Strategy, Security Audit, Data Center Infrastructure, Accountability, Project Accounting, Business Operations	1965	1379	648
Site	II	Logisticians and Project Management Specialist	Logistics Coordinator	Business Operations, Product Strategy, Logistical Planning, Ethical Compliance, Analytical Thinking, Statistical Analysis, Problem Solving, Customer Service	1939	95	948
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	C Programming, Python, PyTorch, Graphic Algorithmic Development, OpenGL, Vulkan, Directx, Applied Mathematics, Machine Learning, GPU Architecture, Novel Thinking, Computational Thinking, Analytical Thinking, Research Emerging Trends, Research and Development	1930	1807	48
Site	I	Software Engineer	Full Stack Developer	Cloud Computing, Python, Java, ASP .Net, MS SQL Server, SQL Programming, Machine Learning, Analytical Thinking, Critical Thinking, User Interface Design	1912	145	927
Site	I	Hardware Engineer	Silicon Hardware Engineer	Software Testing, Data Analysis, Systems Architecture, AI Hardware Design, Software Development, Engineering Design, Critical Thinking, Computational Thinking, Teamwork, Intuitive Problem Solving	1842	169	53

(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.