Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Total Views	Skills Based Approach ™	Job Future ℠ Employer
Site	III	Buyer and Purchasing Agent	Cost Accounting, Inventory Management, Logistical Planning, Procurement, Vendor Management, Financial Reporting, Managerial Accounting, Supply Chain Leadership, Analytical Thinking, Supply Forecasting, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Conflict Resolution, Internal Collaboration, Negotiation, Time Management, Training, MS Excel	34678	2876	565	186	180
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Technology Strategy, Engineering Management, Technology Leadership, Digital Compliance, Computational Thinking, Critical Thinking, Complex Problem Solving, Ethical Compliance, Mentoring, Python, PyTorch, TensorFlow	34659	2462	818	264	255
Site	III	Product Marketing Analyst	B2B Marketing, Product Branding, Customer Analytics, Market Research Analysis, Marketing Strategy, Content Creation, Marketing Campaigning, Customer Acquisition, Data Monitoring, Product Storytelling, Trend Analysis, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Customer Relations, Internal Collaboration	34550	2374	425	136	141
Site	III	Brand Manager	Brand Marketing, Marketing Strategy, Marketing Campaigning, Content Management, Digital Promotions, Content Communication Strategy, Brand Storytelling, Strategic Partnering, Creative Problem Solving, Critical Thinking, Judgment and Decision Making, Vendor Management, Attention to Detail, Internal Collaboration, Articulate Technical Information, Research Emerging Trends, Data Analysis, Product Branding, Marketing Leadership	34423	2409	435	146	143
Site	IV	Principal Process Engineer	Process Engineering, Process Modeling, Quality Control Analysis, Data Analysis, Data Monitoring, Risk Management, Complex Problem Solving, Mentoring, Ethical Compliance, Leadership, Research and Development, Analytical Thinking, Judgment and Decision Making	34221	1661	1641	464	342
Site	III	Project Manager	Project Management, Marketing Coordination, Process Management, Technical Documentation, Marketing Leadership, Vendor Management, Project Forecasting, Project Coordination, Wrike, Cost Accounting, Evaluate Performance, Critical Thinking, Judgment and Decision Making, Articulate Technical Information, Intuitive Problem Solving, SME Communication, Strategic Planning, Negotiation, Internal Collaboration	34169	2655	513	150	207
Site	III	Manager Talent Development	Business Management, Data Analysis, Data Governance, Human Resource Management, Strategic Talent Sourcing, Data Visualization, Strategic Planning, Critical Thinking, Analytical Thinking, Business Storytelling, Articulate Technical Information, Complex Problem Solving, Attention to Detail, Ethical Compliance, Internal Collaboration, Negotiation, SME Communication, MS Excel, Tableau	34169	2782	603	187	182
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, Quantitative Analysis, Strategic Planning, SQL Coding, Analytical Thinking, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Teamwork, MS Excel	34002	1674	1903	482	356
Site	III	Accountant	Accounting, GAAP, GxP Compliance, Project Accounting, CPG Industry, Attention to Detail, Accountability, Intangible Assets, Financial Valuation, Trend Analysis, Account Auditing, SOX Control Design, Technical Documentation, Analytical Thinking, Judgment and Decision Making, Internal Collaboration, Intuitive Problem Solving, Ethical Compliance, Financial Analysis	33914	3312	413	134	134
Site	III	Infrastructure Engineer	Data Center Infrastructure, Analytical Thinking, Judgment and Decision Making, Troubleshooting, Systems Architecture, System Design Strategy, System Monitoring, Database Systems Knowledge, System Verification Strategy, Data Verification, Internal Collaboration, Technical Support, Technical Documentation, VMware, Research Emerging Trends, HyperFlex, System Security, Complex Problem Solving, Network Infrastructure	33914	2617	543	177	220
Site	III	Data Engineer	Data Modeling, Data Analysis, Product Evaluation, Internal Collaboration, Data Governance, Product Design Strategy, Agile Methodology, Data Verification, Complex Problem Solving, Analytical Thinking, Articulate Technical Information, Fault Incident Response, Judgment and Decision Making, Digital Compliance, Attention to Detail, Data Science, Technology Leadership, Negotiation, Product Discovery	33914	2920	547	183	178
Site	III	Human Resources Manager	Human Resource Management, Process Management, Strategic Planning, Workforce Planning, Organizational Development, Process Innovation, Strategic Talent Sourcing, Leadership Development, KOL Leadership, Project Management, Confidential Communication, Critical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Social Perceptiveness, Team Building, Consulting, Negotiation	33914	2526	600	183	222
Site	IV	Research Manager	Risk Management, Strategic Partnering, AI Applications, Machine Learning, Research Leadership, Cloud Infrastructure, Management of Personnel Resources, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Negotiation, Research Emerging Trends	33859	2133	1343	507	331
Site	III	Occupational Health and Safety Manager	Continuous Improvement, Safety Compliance, OSHA Regulations, Business Operations, MS Office, Accountability, Analytical Thinking, Intuitive Problem Solving, Internal Collaboration, Attention to Detail, Technical Documentation, CHST Certification, Project Management, Policy Adherence, Conduct Inspections, Articulate Technical Information, Judgment and Decision Making, Safety Audit, Root Cause Analysis, Fault Incident Response	33851	2355	113	35	40
Site	III	Manufacturing Process Engineer	AutoCAD, HVAC Systems, Electrical Systems, Process Engineering, MEP Systems, Engineering Drawing, Controls Hardware, Research Emerging Trends, Installation, Inventory Management, Mechanical Engineering, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, PLC Programming, Systems Architecture, Complex Problem Solving, Troubleshooting, Equipment Selection	33660	2726	111	36	36
Site	III	Business Systems Analyst	Project Management, Business Management, Judgment and Decision Making, Articulate Technical Information, Complex Problem Solving, User Acceptance Testing, System Verification Strategy, Quality Control Analysis, Technical Documentation, Security Audit, Contract Administration, Mentoring, Researching, Regulatory Compliance, Define System Requirements, Cost Accounting, SME Communication, Data Modeling, Critical Thinking, Client Relationship Building	33596	2393	466	147	166
Site	III	Ecommerce Brand Manager	Analytical Thinking, Intuitive Problem Solving, Data Monitoring, Data Interpretation, E Commerce, Digital Communication Strategy, Measure Digital Engagement, SEO Analytics, Management of Personnel Resources, SME Communication, Amazon Seller Central, Sales Strategy, Sales Forecasting, CPG Industry, Internal Collaboration, Research Emerging Trends, Reputation Management, Judgment and Decision Making, Customer Relations, Product Branding	33596	3153	427	145	134
Site	III	Data and Insights Analyst	Business Storytelling, Analytical Thinking, Data Visualization, Data Analysis, Data Governance, Internal Collaboration, Adobe Analytics, Power BI, Research Emerging Trends, Report Writing, UI Design, Product Strategy, SME Communication, Articulate Technical Information, Statistical Modeling, Statistical Analysis, R Programming, KPI Analysis, NoSql, Python	33596	2649	497	161	160
Site	III	Quality and Safety Communications Manager	Creative Thinking, Articulate Technical Information, Internal Collaboration, Strategic Partnering, Communication Strategy, Research and Development, Judgment and Decision Making, Report Writing, Digital Communication Strategy, Intuitive Problem Solving, Attention to Detail, Public Relations, Scientific Reasoning, Professional Communication, Critical Thinking, Ethical Compliance, Data Visualization	33532	2347	440	151	141
Site	V	Director Personnel Management	Human Resource Management, Organizational Development, Management of Personnel Resources, Strategic Planning, Data Monitoring, Leadership, Project Management, Creative Thinking, Critical Thinking, Collaboration	33525	1706	1714	477	345

(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.