Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Senior Information Technology Manager	Information Technology Manager	Internal Collaboration, IT Infrastructure, Technology Leadership, Project Management, Judgment and Decision Making, Critical Thinking, Complex Problem Solving, Strategic Planning, Business Management, Technical Documentation, Agile Methodology, SCRUM, Evaluate Performance, Cost Accounting, Process Management	57869	1809	81
Site	IV	Senior Interaction Designer	Interactive Designer	Human Computer Interaction, UX Design, Product Discovery, Product Design, Visual Design, Prototyping, Collaboration, Creative Thinking, Product Strategy	5465	1964	783
Site	III	Senior Life Cycle Marketing Specialist	Digital Marketing Specialist	Marketing, HTML 5, CSS, Customer Relations, Marketing Campaigning, Measure Digital Engagement, Digital Communication Strategy, Content Creation, Content Management, Scheduling, Novel Thinking, Intuitive Problem Solving, Social Perceptiveness, Product Branding, Internal Communication, Eloqua, CDP, Team Building	16987	1701	80
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Machine Learning, TypeScript, Python, Cloud Infrastructure, Computer Vision, Software Development, CI/CD, Team Building, Quality Control Analysis, Software Testing, Research Leadership, Articulate Technical Information, Patents, Internal Collaboration, Complex Problem Solving, Analytical Thinking, C Programming	46898	1989	80
Site	IV	Senior Network Engineer	Senior Network Engineer	Automation Testing, Unit Testing, Network Infrastructure, Analytical Thinking, Articulate Technical Information, Systems Design, Database Systems Knowledge, IT Security Development, Training, Project Coordination, Security Management Strategy	6975	2302	678
Site	II	Senior Network Engineer	Network Production Engineer	Automation Testing, Network Infrastructure, Data Center Infrastructure, Security Incident Response, Troubleshooting, Complex Problem Solving, Mentoring, Python, Network Routing Protocols, Juniper, Analytical Thinking, Systems Administration	6038	134	207
Site	III	Senior Pricing Analyst	Pricing Analyst	Product Pricing Analysis, Strategic Planning, Product Strategy, Quantitative Analysis, Analytical Thinking, Data Modeling, Data Analysis, Internal Collaboration, Strategic Partnering, Cost Accounting, Managerial Finance, Attention to Detail, Articulate Technical Information, Complex Problem Solving	16677	2049	81
Site	IV	Senior Product Manager	Senior Product Manager	Product Strategy, Product Management, Product Design, Market Strategy, Market Research Analysis, Articulate Technical Information, Business Storytelling, Data Visualization, Technology Leadership, Internal Communication, Critical Thinking, Research Emerging Trends, Quantitative Analysis, Team Building	31927	1347	92
Site	IV	Senior Product Strategy Manager	Product Strategy Manager	Business Operations, Business Strategy, Strategic Planning, Novel Thinking, Critical Thinking, Internal Collaboration, Complex Problem Solving, Social Perceptiveness, Logical Reasoning, Project Management, Business Storytelling, Product Strategy, Product Discovery, Technical Risk Assessment, KOL Leadership	62869	1879	133
Site	IV	Senior Research Manager	Research Manager	Project Management, Management of Personnel Resources, AI Applications, Strategic Partnering, Complex Problem Solving, risk management, Articulate Technical Information, Cloud Infrastructure, Machine Learning, Critical Thinking, Negotiation, Ethical Compliance, Technology Leadership	6223	2225	673

(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.