Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Lead Marketing Data Analyst	Marketing Data Analyst	Marketing Strategy, Marketing Campaigning, Product Pricing Analysis, Data Modeling, Data Analysis, Financial Analysis, Internal Collaboration, Project Coordination, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Communication, Attention to Detail, GenAI, Python, Azure Databricks, Tableau, Power BI	50422	1631	169
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	35314	1659	161
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	55521	1894	155
Site	V	Public Relations Manager	Director Public Affairs Communications	Public Relations, Strategic Partnering, Contract Administration, Risk Management, Technology Leadership, Critical Thinking, Novel Thinking, Public Policy, Public Speaking, Team Building, Articulate Technical Information, Business Storytelling, Internal Collaboration, Intuitive Problem Solving, Ethical Compliance, Communications, Mentoring	62388	2061	164
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	61734	1954	186
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	15158	147	151
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	34614	1326	181
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	48241	1612	150
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	45483	1834	146
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	57075	2151	180

(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.