Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	II	Data Analytics Lead	Web Analytics, Critical Thinking, Adobe Analytics, Data Visualization, Digital Marketing...	13667	271	37	39
Site	IV	Data Engineer	Computational Biology, Analytical Thinking, Python, Anthropic Claude, Nextflow Pipelines...	47949	3541	45	46
Site	II	AI Data Engineer	Data Analysis, Data Science, Analytical Thinking, Python, Data Governance...	13800	313	55	55
Site	III	AI Solutions Developer	Agentic AI, Analytical Thinking, Agile Methodology, RAG, AI Applications Design...	34614	3285	41	49
Site	V	Marketing Director	Marketing, Analytical Thinking, HCP Branding, Access Messaging Strategy, Account Management...	65401	3350	51	46
Site	IV	Product Strategy Manager	Program Management, Analytical Thinking, Cost Modeling, Patient Services Strategy, Process Monitoring...	50279	3209	39	35
Site	III	Technical Project Manager	Project Management, Analytical Thinking, Aseptic Processing, Contract Administration, Good Clinical Practice...	35378	3238	36	48
Site	II	Manufacturing Project Engineer	Manufacturing Operations, Analytical Thinking, Data Analysis, Equipment Validation, Manufacturing Automation...	13005	277	50	54
Site	III	AI Hardware Engineer	Software Development, Analytical Thinking, AI Applications Design, Data Analysis, Data Visualization...	37923	3046	35	43
Site	II	Biological Scientist	Biochemistry, Analytical Thinking, Biotherapeutics Analysis, Manufacturing Operations, Process Innovation...	12210	294	28	33

(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.