Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Audience Strategy and Optimization Manager	Strategic Digital Audience Manager	Brand Marketing, Market Research Analysis, Marketing Strategy, Product Branding, Advertising, Quantitative Analysis, Marketing Leadership, Strategic Partnering, DSPs Analytics, HCP Branding, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Negotiation, Ethical Compliance	44902	2706	82
Site	III	Software Engineer	Senior Software Engineer	Amazon AWS, Customer Relations, Process Management, Research Emerging Trends, Judgment and Decision Making, System Design Strategy, Vendor Management, Feasibility Assessments, Team Building, Technical Support, Critical Thinking, Intuitive Problem Solving, Attention to Detail, Accountability, System Verification Strategy, Mentoring, AI Applications Design, Data Modeling, Mongo DB, REST API	30542	2414	49
Site	II	Optical Engineer	Optical Engineer	Systems Design, Systems Architecture, Engineering, Data Interpretation, Virtualization Technology, Data Analysis, Augmented Reality, Complex Problem Solving, Machine Learning, Statistical Analysis, Collaboration, Applied Science, Research Emerging Trends, Articulate Technical Information, Technical Writing, Analytical Thinking	10642	207	353
Site	III	Client Onboarding Analyst	Client Onboarding Senior Analyst	Business Management, Process Management, Process Innovation, Leadership, Confidential Communication, Analytical Thinking, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Customer Relations, Accountability, Attention to Detail, Conflict Resolution, Internal Collaboration, Negotiation, SME Communication, Team Building	25643	2274	69
Site	II	Cost Engineer	Cost Engineer	Materials Engineering, Management of Material Resources, Cost Accounting, Statistical Analysis, Account Management, Analytical Thinking, Internal Communication, Data Analysis, Data Monitoring, Data Governance, Database Design, Project Coordination, Conflict Resolution, SQL Programming, Python, Power BI	10112	230	242
Site	I	SQL Developer	Sql Developer	Database Design, Data Analysis, Analytical Thinking, Computational Thinking, Intuitive Problem Solving, MS SQL Server, SQL Programming, Data Modeling	3252	117	1442
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	242
Site	I	Personal Financial Advisor	Financial Advisor	Financial Analysis, Account Analysis, Problem Solving, Customer Service, Sales, Critical Thinking, Ethical Compliance, Listening, Business Writing	3762	128	1365
Site	III	Information Technology Auditor	Senior IT Auditor	Managerial Accounting, Digital Auditing, Risk Management, Cloud Infrastructure, Digital Compliance, ERP Systems, Regulatory Compliance, Technical Documentation, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Ethical Compliance, SME Communication, Conflict Resolution, Python, PeopleSoft, SAP	27055	1893	54
Site	II	Network Engineer	Network Production Engineer	Network Infrastructure, Network Routing Protocols, Systems Administration, Automation Testing, Security Incident Response, Data Center Infrastructure, Analytical Thinking, Complex Problem Solving, Troubleshooting, Mentoring, Python, Juniper	22652	2696	367

(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.