Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Compliance Analyst	Labeling Regulation Analyst	Attention to Detail, Intuitive Problem Solving, Critical Thinking, Judgment and Decision Making, Accountability, FDA Inspections, Regulatory Compliance, Policy Adherence, Accuracy, Customer Relations, Advertising, Conflict Resolution, Internal Collaboration, Legal Research, Data Monitoring, Food Science	9582	228	158
Site	IV	Promotions Manager	Promotions Manager	Promotion, Market Research Analysis, Marketing Strategy, Quantitative Analysis, Social Networking, Critical Thinking, Judgment and Decision Making, Marketing Leadership	24120	1284	1484
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	261
Site	III	Computer and Information Research Scientist	Research Scientist	Data Science, Data Visualization, Data Monitoring, Research and Development, Statistical Analysis, LLM Design, Machine Learning, Cloud Computing, Complex Problem Solving, Computational Thinking, Analytical Thinking	26278	1976	1372
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	443
Site	II	Social and Community Service Manager	Community Outreach Manager	Critical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Conflict Resolution, Public Relations, Customer Relations, Community Outreach, Presentations, Event Planning, Strategic Partnering, User Onboarding, Managerial Accounting, Negotiation, Marketing Coordination, Continuous Improvement, Social Perceptiveness, Project Management, Business Management	12155	193	187
Site	III	Tax Preparer	Tax Analyst	Accounting, Account Auditing, Financial Analysis, Managerial Accounting, Data Analysis, Ethical Compliance, Attention to Detail, Analytical Thinking, Intuitive Problem Solving	19534	1930	1268
Site	III	Auditor	Audit Manager	Account Reconciliation, Accounting, Account Auditing, Analytical Thinking, Collections, Accuracy, Intuitive Problem Solving, Ethical Compliance, Technical Writing	18516	1735	1338
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	78
Site	IV	Data and Insights Manager	Business Data Manager	Data Governance, Quality Control Analysis, Data Analysis, Data Lifecycle Management, Policy Management, Process Management, Judgment and Decision Making, Articulate Technical Information, Critical Thinking, Analytical Thinking, Attention to Detail, Digital Compliance, Data Monitoring, SME Communication, Evaluate Performance, SQL Programming, Internal Collaboration, Project Management, Creative Problem Solving, Financial Modeling	49407	2680	77

(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.