Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Lead Software Engineer	Software Product Manager	Articulate Technical Information, Complex Problem Solving, Technology Leadership, Product Management, Project Coordination, Programming, Systems Architecture, System Design Strategy, Team Building, Engineering Management, Mentoring, Analytical Thinking, Research Emerging Trends, Product Strategy	41376	1314	369
Site	II	Network Engineer	Network Production Engineer	Network Infrastructure, Network Routing Protocols, Systems Administration, Automation Testing, Security Incident Response, Data Center Infrastructure, Analytical Thinking, Complex Problem Solving, Troubleshooting, Mentoring, Python, Juniper	22652	2696	363
Site	II	Optical Engineer	Optical Engineer	Systems Design, Systems Architecture, Engineering, Data Interpretation, Virtualization Technology, Data Analysis, Augmented Reality, Complex Problem Solving, Machine Learning, Statistical Analysis, Collaboration, Applied Science, Research Emerging Trends, Articulate Technical Information, Technical Writing, Analytical Thinking	10642	207	352
Site	III	Software Engineer	Frontend Web Developer	Web Design, UI Design, Systems Architecture, Software Testing, Unit Testing, Creative Thinking, Troubleshooting, HTML 5, Javascript, React JS, Adobe Experience Manager, REST API, GraphQL, CSS	23797	2283	271
Site	IV	Senior Research Program Manager	Senior Program Manager	Research Leadership, Business Management, Product Design Strategy, Risk Management, Project Management, Product Management, AI Applications, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Internal Collaboration, Attention to Detail, Persuasion, Negotiation, JIRA	36402	2139	265
Site	V	Senior Information Technology Manager	Information Technology Manager	Business Management, IT Infrastructure, Strategic Planning, Technology Leadership, Evaluate Performance, Process Management, Cost Accounting, Project Management, Technical Documentation, Agile Methodology, Critical Thinking, Complex Problem Solving, Internal Collaboration, Judgment and Decision Making, SCRUM	47181	1809	260
Site	III	Brand Strategy Manager	Brand Strategist	Marketing Strategy, Marketing Leadership, Marketing Campaigning, Market Research Analysis, Product Strategy, Brand Marketing, Advertising, Business Management, Project Management, Critical Thinking, Complex Problem Solving, Social Perceptiveness, Judgment and Decision Making, Internal Collaboration, New Media Literacy	28824	2157	257
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	254
Site	III	Senior Life Cycle Marketing Specialist	Digital Marketing Specialist	Marketing, Marketing Campaigning, Content Management, Content Creation, Customer Relations, Measure Digital Engagement, Digital Communication Strategy, Product Branding, Scheduling, Team Building, Novel Thinking, Intuitive Problem Solving, Internal Communication, Social Perceptiveness, HTML 5, CSS, Eloqua, CDP	31178	2111	254
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	253

(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.