Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	I	CX Analyst	User Analytics, Critical Thinking, Content Creation, Customer Research Design, CX Solutions...	7635	290	23	20
Site	II	Software Engineer	Systems Development, Analytical Thinking, Python, SQL Coding, Enterprise Data Warehouse...	12342	300	22	21
Site	IV	Systems Engineer	System Security, Analytical Thinking, Amazon AWS, Construct Data Structures, Network Infrastructure...	45050	3371	18	16
Site	V	Data Scientist	Data Science, Analytical Thinking, AI Applications Design, Data Governance, Natural Language Processing...	58875	3184	22	23
Site	III	Product Manager	Product Management, Critical Thinking, Customer Analytics, Management of Personnel Resources, Product Design Strategy...	38686	3176	23	24
Site	IV	Digital Process Engineer	Program Management, Analytical Thinking, Control System Design, Digital Auditing, IT Infrastructure...	52603	3250	35	29
Site	III	Applied AI Manager	Biological Engineering, Analytical Thinking, Python, Data Science, AI Applications Design...	38432	3353	21	31
Site	II	Data Analytics Lead	Web Analytics, Critical Thinking, Adobe Analytics, Data Visualization, Digital Marketing...	13667	271	26	29
Site	IV	Data Engineer	Computational Biology, Analytical Thinking, Python, Anthropic Claude, Nextflow Pipelines...	47949	3541	30	33
Site	II	AI Data Engineer	Data Analysis, Data Science, Analytical Thinking, Python, Data Governance...	13800	313	39	37

(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.