Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Product Manager	Product Strategy, Product Management, Market Research Analysis, Data Visualization, Product Design...	37635	1347	379	371
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	500	417
Site	IV	Lead Cloud Architect	Cloud Infrastructure, Systems Architecture, Analytical Thinking, Python, SQL Coding...	42145	3196	24	30
Site	IV	Cloud Solutions Architect	Systems Design, Cloud Infrastructure, Test Virtual Systems, Strategic Partnering, Amazon AWS...	46426	1633	407	349
Site	IV	Environmental Health and Safety Specialist	Environmental Engineering, EHS Science, Analytical Thinking, Policy Adherence, Manufacturing Operations...	44250	2341	264	254
Site	IV	Information Technology Auditor	SAP GRC, Digital Auditing, Account Auditing, Analytical Thinking, SOX Control Design...	42435	2893	268	275
Site	IV	Business Development Manager	Business Development, Business Strategy, Complex Problem Solving, Critical Thinking, Forecasting...	32040	1900	607	538
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	307	300
Site	V	General Counsel Attorney	Analytical Thinking, Trade Compliance, Legal Counseling, Contract Administration, Critical Thinking...	58302	2822	314	298
Site	V	Public Relations Specialist	Public Relations, Technical Writing, Critical Thinking, Public Policy, Digital Compliance...	52089	2715	274	244

(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.