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	367	364
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	468	404
Site	IV	Operations Specialties Manager	Operations Analysis, Change Management, Operations Management, Critical Thinking, Internal Collaboration...	47955	3175	36	37
Site	IV	Software Engineer	Software Application Lifecycle, Software Development, Software Project Management, Analytical Thinking, Terraform...	45993	2877	50	52
Site	IV	Cloud Solutions Architect	Systems Design, Cloud Infrastructure, Test Virtual Systems, Strategic Partnering, Amazon AWS...	46426	1633	392	337
Site	IV	Environmental Health and Safety Specialist	Environmental Engineering, EHS Science, Analytical Thinking, Policy Adherence, Manufacturing Operations...	44250	2341	254	249
Site	IV	Information Technology Auditor	SAP GRC, Digital Auditing, Account Auditing, Analytical Thinking, SOX Control Design...	42435	2893	261	263
Site	IV	Business Development Manager	Business Development, Business Strategy, Complex Problem Solving, Critical Thinking, Forecasting...	32040	1900	601	524
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	294	290
Site	V	General Counsel Attorney	Analytical Thinking, Trade Compliance, Legal Counseling, Contract Administration, Critical Thinking...	58302	2822	304	290

(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.