Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Senior Cybersecurity Engineer	Senior Cybersecurity Engineer	Data Science, Software Development, Computer Architecture, Computational Thinking, Cybersecurity Threat Modeling, Cybersecurity Audit, Complex Problem Solving, Analytical Thinking, Ethical Compliance, Network Infrastructure, Teamwork	6091	1500	543
Site	II	Technical Program Manager	Memory Technical Program Manager	Electrical Engineering, Customer Relations, Product Design, Product Development, Systems Architecture, Articulate Technical Information, Quality Control Analysis, Technical Risk Assessment, Documentation, Prototyping, Analytical Thinking, Teamwork	2362	524	184
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	177
Site	II	Business Development Analyst	Business Development Analyst	Project Management, Customer Relations, Account Management, Negotiation, Sales Strategy, Technical Writing, Sales Planning, Adaptability, Resiliency, Product Pricing Analysis, Account Analysis	2213	131	168
Site	III	Information Technology Systems Analyst	Sap Systems Analyst	ERP Project Development, Systems Architecture, Systems Evaluation, Management of Material Resources, Asset Resource Management, Analytical Thinking, Project Coordination, SCRUM, REST API, Software Testing, Programming, Quality Control Analysis	18532	1863	167
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Systems Design, Systems Evaluation, Automation Testing, Quality Control Analysis, SOC Architecture, SOC Design, Articulate Technical Information, Intuitive Problem Solving, SystemVerilog, Project Management, Internal Communication	16538	1582	164
Site	V	Sales and Training Manager	Global Sales and Training Manager	Sales Strategy, Sales Planning, Training, Content Management, B2B Marketing, Marketing Coordination, Management Information Systems, Leadership, Social Perceptiveness, Cultural Understanding, Critical Thinking, Articulate Technical Information, Data interpretation, Research Emerging Trends	25652	906	164
Site	V	Technical Program Manager	Cloud Infrastructure Program Manager	System Design Strategy, Engineering Management, Cloud Infrastructure, Strategic Planning, Strategic Partnering, Articulate Technical Information, Management of Personnel Resources, Complex Problem Solving, Product Evaluation, Define Requirements, Internal Communication, Team Building, Negotiation, Persuasion, Feasibility Assessments	34862	1154	162
Site	I	Database Administrator	Database Administrator	Database Design, Database Audit, Data Monitoring, Documentation, Database Security, NoSql, Ansible, Cobbler, Cfengine, Elasticsearch , Kubernetes, Database Systems Knowledge, C Programming, Python, Intuitive Problem Solving, Analytical Thinking	1573	145	158
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Project Management, Product Design, Machine Learning, Data interpretation, Database Systems Knowledge, Data Monitoring, Predictive Modeling, Process Modeling, Python, Software Testing, Technology Leadership, PyTorch, Complex Problem Solving, Analytical Thinking, Statistical Analysis	19234	2783	156

(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.