Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Product Manager	Senior Product Manager	Software Development, Product Development, Project Management, Product Management, Product Design, Product Strategy, Marketing Coordination, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, UI Testing, Manage Cyber Security Threats	13910	1825	938
Site	IV	Solutions Architect	Principal Solution Architect	Systems Architecture, System Design Strategy, Software Development, Data Governance, Data Science, Digital Compliance, Technical Risk Assessment, Technology Leadership, Internal Collaboration, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Articulate Technical Information, Amazon AWS, Data Lake, Data Warehouse	51560	1821	66
Site	IV	Ecommerce Technical Analyst	Senior Ecommerce Analyst	E Commerce, Digital Compliance, Vendor Management, Fraud Detection, Define System Requirements, Technical Support, Contract Administration, Risk Management, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Security Management Strategy, Payment Processing, Salesforce Commerce Cloud , Adyen, Forter, Curalate	26360	1816	89
Site	IV	Website Development Engineer	Lead Web Application Developer	Website Development, Project Management, Leadership, Research Emerging Trends, Team Building, Cloud Computing, CI/CD, Define System Requirements, Analytical Thinking, Intuitive Problem Solving, Kubernetes, SCRUM, ASP .Net, C#, JS Angular	36740	1813	82
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	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	276
Site	III	Senior UX Designer	Ux Designer	Prototyping, Adobe Suite, UX Design, Process Modeling, Computational Thinking, User Interface Design, Human Computer Interaction, Problem Solving, Mentoring, Product Management	10277	1806	1024
Site	V	Senior Director Personnel Management	Hr Director	Human Resource Management, Management of Personnel Resources, Project Management, Strategic Planning, Leadership, Organizational Development, Data Monitoring, Creative Thinking, Critical Thinking, Collaboration	11784	1798	919
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Project Management, Complex Problem Solving, Compliance, Leadership, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Management of Personnel Resources	6776	1778	965
Site	IV	Business Development Manager	Business Development Lead	Strategic Partnering, Product Strategy, Negotiation, Team Building, Public Relations, Technology Leadership, Shipley , Verbal Communication, Critical Thinking, Adaptability, Project Management, SOC Architecture	14032	1777	230

(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.