Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Machine Learning Research Scientist	LLM Design, Research and Development, Data Modeling, Analytical Thinking, SOTA AI Modeling...	52603	2817	104	92
Site	IV	Product Manager	Critical Thinking, Data Analysis, Quantitative Analysis, Mobile UX Design, Product Discovery...	53765	2817	184	197
Site	V	Business Program Manager	Engineering Management, Program Management, Systems Architecture, Critical Thinking, Amazon AWS...	52743	2815	145	122
Site	IV	Financial Manager	Account Management, Business Operations, Financial Analysis, Analytical Thinking, Hyperscaling...	48536	2814	104	86
Site	V	Manager Talent Development	Data Analysis, Human Resource Management, Organizational Development, Critical Thinking, Evaluate Performance...	61491	2811	373	413
Site	III	Data Scientist	Data Science, Process Experimentation, Analytical Thinking, Python, Data Governance...	36905	2811	77	69
Site	III	Database Architect	Database Design, Optimization Strategies, Analytical Thinking, SQL Programming, BigQuery...	33342	2804	105	98
Site	III	Datacenter Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Database Systems Knowledge, Fault Incident Response...	28442	2801	196	216
Site	IV	Product Manager	Brand Marketing, Program Development, Critical Thinking, Sale Presentations, Pharmaceutical Industry...	52022	2799	64	60
Site	III	Product Analytics Engineer	Data Monitoring, Data Visualization, Process Modeling, Quantitative Analysis, Critical Thinking...	27933	2798	452	392

(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.