Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Machine Learning Engineer	MLOps, Machine Learning, Computational Thinking, Azure Databricks, Python...	39821	2554	344	343
Site	IV	Financial Manager	Account Management, Business Operations, Financial Analysis, Analytical Thinking, Hyperscaling...	48536	2814	104	86
Site	III	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Quantitative Analysis, Analytical Thinking, Python...	36396	3014	76	58
Site	IV	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, Analytical Thinking, CI/CD...	42151	1989	402	353
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Data Science, Novel Thinking...	45845	2767	410	405
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	430	404
Site	IV	AI Software Engineer	API Development, Machine Learning, Software Development, Analytical Thinking, Python...	50860	3318	61	43
Site	V	Machine Learning Research Scientist	Analytical Thinking, Deep Learning, Machine Learning, Articulate Technical Information, TensorFlow...	58302	2939	169	173
Site	III	Information Technology Strategy Consultant	System Design Strategy, Systems Architecture, Define System Requirements, Analytical Thinking, Systems Design...	35632	3092	61	58
Site	III	Maintenance Manager	Facilities Maintenance, Manufacturing Operations, Critical Thinking, Management of Personnel Resources, Predictive Modeling...	37414	2746	39	57

(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.