Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	III	Cloud Network Engineer	Cloud Infrastructure, Network Infrastructure, Performance Engineering, Analytical Thinking, Reliability Testing...	38432	2711	34	36
Site	V	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Analytical Thinking, Statistical Analysis, Spark...	65218	2729	30	33
Site	IV	Data Scientist	Data Analysis, Data Science, User Metrics Design, Analytical Thinking, Operations Research...	48536	2667	34	29
Site	III	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Quantitative Analysis, Analytical Thinking, Python...	36396	3014	39	28
Site	IV	Financial Manager	Financial Analysis, Financial Accounting, Financial Forecasting, Analytical Thinking, MS Excel...	47955	3098	35	33
Site	IV	Software Engineer	Firmware Development, Product Development, SOC Design, Analytical Thinking, Product Design Strategy...	54927	2695	28	41
Site	V	Software Engineering Manager	Data Governance, Engineering Management, Machine Learning, Analytical Thinking, Apache Iceberg...	59529	3213	33	29
Site	III	Machine Learning Engineer	AI Evaluation, AI Governance, Data Analysis, Analytical Thinking, Information Privacy...	54927	2630	32	28
Site	II	Prototype Specialist	Programming, Prototyping, Analytical Thinking, Troubleshooting, 3D CAD...	9025	184	31	40
Site	IV	Human Interface Researcher	Human Computer Interaction, Product Design, Quantitative Analysis, Analytical Thinking, Product Design Strategy...	55508	2727	27	28

(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.