Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	1053
Site	V	AI Software Engineer	GenAI Technology Engineer	GenAI, Analytical Thinking, Complex Problem Solving, Critical Thinking, Judgment and Decision Making, AI Applications Design, Technology Leadership, Negotiation, Internal Collaboration, PyTorch, Java, SpringBoot, Python, Systems Architecture, Golang, TensorFlow, Javascript, LLM Design, Risk Management, Engineering Management	47430	2977	257
Site	V	Banker	VP Banker	Financial Analysis, Risk Management, Business Management, Quantitative Analysis, Funds Transfer Pricing, Financial Forecasting, Financial Accounting, Cash Management, Public Relations, Public Policy, Commodity Management, Capital Budgeting Decisions, Articulate Technical Information, Complex Problem Solving, Critical Thinking, Analytical Thinking, Judgment and Decision Making, Negotiation, Attention to Detail, Regulatory Compliance	62472	2990	233
Site	V	Biological Scientist	Senior Scientist	Biocomputational Engineering, Biology, Bioprocess Design, LLM Design, Machine Learning, Cloud Computing, Novel Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Continual Learning, Collaboration, Python	42684	1594	1299
Site	V	Brand Quality Manager	Quality Manager	Product Development, Apparel Design, Process Engineering, Quality Control Analysis, Quantitative Analysis, Analytical Thinking, Product Testing, Articulate Technical Information, SME Communication, Judgment and Decision Making, KOL Leadership, New Product Introduction, Internal Collaboration, Intuitive Problem Solving, Critical Thinking, Negotiation, Attention to Detail, Risk Management, Regulatory Compliance, Root Cause Analysis	62472	2711	86
Site	V	Business Operations Specialist	Business Operations Manager	Business Management, Leadership, Complex Problem Solving, Collaboration, Product Strategy, Quantitative Analysis, Market Research Analysis, Market Strategy, Critical Thinking, Creative Thinking, Judgment and Decision Making	42273	1487	1383
Site	V	Chief Executive	Chief Financial Officer	Accounting, Financial Analysis, Managerial Finance, Accounting Information Systems, Management of Personnel Resources, Procurement, Analytical Thinking, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Accountability, Ethical Compliance	41865	2025	1812
Site	V	Chief Executive	Chief Marketing Officer	Strategic Planning, Capital Budgeting Decisions, Management of Personnel Resources, Market Research Analysis, Marketing Strategy, Product Strategy, Creative Thinking, Critical Thinking, Team Building, Judgment and Decision Making	38430	1608	1494
Site	V	Data Governance Director	Data Manager	Database Systems Knowledge, Data Science, Data Monitoring, Data Interpretation, Process Modeling, Ethical Compliance, Collaboration, Negotiation, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Accuracy	41865	2298	1417
Site	V	Data Governance Director	Data Architect and Governance Lead	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis, Technology Leadership, Manage Cyber Security Threats, Contract Administration, Data Warehouse, Digital Compliance, SQL Programming, Systems Architecture, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Amazon AWS, Critical Thinking	57402	1613	355

(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.