Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Digital Process Engineer	Program Management, Analytical Thinking, Control System Design, Digital Auditing, IT Infrastructure...	52603	3250	6	4
Site	III	Applied AI Manager	Biological Engineering, Analytical Thinking, Python, Data Science, AI Applications Design...	38432	3353	3	3
Site	II	Data Analytics Lead	Web Analytics, Critical Thinking, Adobe Analytics, Data Visualization, Digital Marketing...	13667	271	3	3
Site	IV	Data Engineer	Computational Biology, Analytical Thinking, Python, Anthropic Claude, Nextflow Pipelines...	47949	3541	3	4
Site	II	AI Data Engineer	Data Analysis, Data Science, Analytical Thinking, Python, Data Governance...	13800	313	4	6
Site	III	AI Solutions Developer	Agentic AI, Analytical Thinking, Agile Methodology, RAG, AI Applications Design...	34614	3285	3	4
Site	V	Marketing Director	Marketing, Analytical Thinking, HCP Branding, Access Messaging Strategy, Account Management...	65401	3350	4	4
Site	IV	Product Strategy Manager	Program Management, Analytical Thinking, Cost Modeling, Patient Services Strategy, Process Monitoring...	50279	3209	3	4
Site	III	Technical Project Manager	Project Management, Analytical Thinking, Aseptic Processing, Contract Administration, Good Clinical Practice...	35378	3238	3	5
Site	II	Manufacturing Project Engineer	Manufacturing Operations, Analytical Thinking, Data Analysis, Equipment Validation, Manufacturing Automation...	13005	277	4	4

(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.