Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Data Scientist	Data Science, Analytical Thinking, AI Applications Design, Data Governance, Natural Language Processing...	58875	3184	12	13
Site	III	Product Manager	Product Management, Critical Thinking, Customer Analytics, Management of Personnel Resources, Product Design Strategy...	38686	3176	12	14
Site	IV	Digital Process Engineer	Program Management, Analytical Thinking, Control System Design, Digital Auditing, IT Infrastructure...	52603	3250	29	27
Site	III	Applied AI Manager	Biological Engineering, Analytical Thinking, Python, Data Science, AI Applications Design...	38432	3353	19	28
Site	II	Data Analytics Lead	Web Analytics, Critical Thinking, Adobe Analytics, Data Visualization, Digital Marketing...	13667	271	15	23
Site	IV	Data Engineer	Computational Biology, Analytical Thinking, Python, Anthropic Claude, Nextflow Pipelines...	47949	3541	24	24
Site	II	AI Data Engineer	Data Analysis, Data Science, Analytical Thinking, Python, Data Governance...	13800	313	28	30
Site	III	AI Solutions Developer	Agentic AI, Analytical Thinking, Agile Methodology, RAG, AI Applications Design...	34614	3285	21	28
Site	V	Marketing Director	Marketing, Analytical Thinking, HCP Branding, Access Messaging Strategy, Account Management...	65401	3350	29	27
Site	IV	Product Strategy Manager	Program Management, Analytical Thinking, Cost Modeling, Patient Services Strategy, Process Monitoring...	50279	3209	20	21

(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.