Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Senior Research Program Manager	Senior Program Manager	Business Management, Research Leadership, Product Design Strategy, Leadership, Project Management, Product Management, Risk management, AI Applications, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Negotiation, Persuasion, JIRA, Internal Collaboration, Analytical Thinking	54791	1516	65
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	72410	2151	77
Site	IV	SEO Manager	Seo Manager	B2B Marketing, SEO Analytics, Data Analysis, Product Discovery, Product Evaluation, UX Design, Project Management, Internal Collaboration, Analytical Thinking, Critical Thinking, Articulate Technical Information, Attention to Detail, Prioritizing, JIRA, Workfront, Adobe Analytics, Deep Crawl, Ahrefs	50675	1834	68
Site	IV	Organizational Effectiveness Partner	Organizational Development Consultant	Evaluate Performance, Technology Leadership, Leadership Development, Articulate Technical Information, Team Building, Mentoring, Internal Collaboration, Organizational Development, Research Emerging Trends, Visual Communication, Persuasion, Learning Strategies, Social Perceptiveness, Human Resource Management, Intuitive Problem Solving, Critical Thinking	62932	1612	59
Site	III	Technical Account Manager	Senior Technical Account Manager	Conflict Resolution, Negotiation, Digital Compliance, Articulate Technical Information, Critical Thinking, Technology Leadership, Technical Support, Adobe Experience Cloud, Intuitive Problem Solving, Internal Collaboration, Quantitative Analysis, Customer Relations, Computer Architecture, REST API, Agile Methodology, Website Development	27470	1326	77
Site	III	Sales Operations Manager	Sales Operations Manager	Sales Forecasting, Sales Planning, Product Strategy, Product Pricing Analysis, Data Analysis, Marketing Coordination, Business Operations, Quantitative Analysis, Critical Thinking, Analytical Thinking, Complex Problem Solving, Attention to Detail, Articulate Technical Information, MS Excel	15677	147	55
Site	V	Marketing Manager	Marketing Program Group Manager	Marketing Leadership, Project Management, Marketing Strategy, Process Management, Creative Thinking, Analytical Thinking, Team Building, Business Management, Business Storytelling, Marketing Campaigning, Mentoring, Managerial Accounting, Articulate Technical Information, Judgment and Decision Making, Accountability, JIRA, MS Excel	96931	1954	79
Site	V	Public Relations Manager	Director Public Affairs Communications	Strategic Partnering, Public Policy, Public Relations, Communications, Technology Leadership, Risk Management, Public Speaking, Ethical Compliance, Contract Administration, Business Storytelling, Critical Thinking, Novel Thinking, Intuitive Problem Solving, Articulate Technical Information, Internal Collaboration, Team Building, Mentoring	99001	2061	66
Site	V	Lead Financial Analyst	Lead Financial Analyst	Financial Analysis, Financial Reporting, Financial Modeling, Technology Leadership, Business Storytelling, Merger and Acquisitions, Project Management, Internal Collaboration, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, SQL Programming, SaaS, MS Excel, Azure Databricks, Tableau, Power BI	72001	1894	68
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Data Modeling, Kubernetes, Systems Architecture, System Design Strategy, PyTorch, CI/CD, Python, TensorRT, InfluxDB, Elastic Stack, Chaos Engineering, ML Fault Tolerance, Process Management, Complex Problem Solving, Analytical Thinking, Digital Compliance	25341	1659	65

(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.