Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Business Operations Specialist	Business Operations Analyst	Business Operations, Internal Collaboration, Analytical Thinking, Technical Support, Attention to Detail, Training, Customer Relations, Technical Documentation, Evaluate Performance, Quality Control Analysis	5489	99	153
Site	II	Product Marketing Manager	Product Marketing Manager	Market Analysis, Product Strategy, Market Research Analysis, Research Emerging Trends, Marketing Strategy, Product Accounting, Product Branding, Data Interpretation, Project Management, Analytical Thinking, Quantitative Analysis, Internal Collaboration, Judgment and Decision Making	11521	137	132
Site	II	Supply Chain Information Technology Lead	Supply Chain Coordinator	Supply Chain Leadership, Data interpretation, Articulate Technical Information, Systems Architecture, Complex Problem Solving, Critical Thinking, Quality Control Analysis, Digital Compliance, Team Building, Internal Communication, Cloud Infrastructure, Troubleshooting, SQL Programming, Azure Machine Learning	25070	2122	297
Site	I	Chemical Engineer	Entry Level Chemical Engineer	Chemical Engineering, Chemistry, Process Modeling, Analytical Thinking, Critical Thinking, Attention to Detail, Report Writing, Complex Problem Solving, Technical Writing	4570	147	1288
Site	III	Market Research Analyst	Market Research Analyst	Tableau, Data Analysis, Analytical Thinking, Research Emerging Trends, Power BI, Attention to Detail, Market Research Analysis, Articulate Technical Information, Intuitive Problem Solving, Business Operations, Marketing Strategy, Report Writing, Novel Thinking, Internal Collaboration, Client Relationship Building	27297	1996	13
Site	III	AI Interaction Designer	Interaction Designer	Product Discovery, Human Computer Interaction, Data Visualization, AI Applications, Product Design, Prototyping, UI Design, Complex Problem Solving, Collaboration, Articulate Technical Information, Novel Thinking	21443	1644	796
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	331
Site	III	Senior Software Developer	Lead Software Engineer	IT Infrastructure, Project Management, UI Design, Analytical Thinking, Intuitive Problem Solving, C#, MS SQL Server, HTML 5, Javascript, JS Angular, CSS, Software Development	22652	1681	1300
Site	IV	Product Manager	Principal Product Manager	Security Management Strategy, Software Development, Web Design, Fault Incident Response, Define System Requirements, Agile Methodology, Project Management, Machine Learning, Computational Thinking, Articulate Technical Information, Internal Collaboration, MS Excel, Power BI, HTML 5, REST API, SCRUM, Azure DevOps, OAUTH, SAML	36697	1786	10
Site	II	Corporate Partnerships	Corporate Event Planner	Business Management, Leadership, Event Marketing, Career Development, Collaboration, Negotiation, Community Organizer, Critical Thinking, Social Perceptiveness	5812	74	1147

(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.