Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Machine Learning Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design...	43302	2899	323	324
Site	IV	Machine Learning Engineer	MLOps, Machine Learning, Computational Thinking, Azure Databricks, Python...	39821	2554	193	181
Site	IV	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, Analytical Thinking, CI/CD...	42151	1989	258	224
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Data Science, Novel Thinking...	45845	2767	260	255
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	210	203
Site	IV	Maintenance Manager	Judgment and Decision Making, Critical Thinking, Process Management, Manufacturing Operations, Safety Compliance...	39092	3455	27	26
Site	II	Management Analyst	Statistical Analysis, Data Interpretation, Data Analysis, SQL Coding, Technical Writing...	9340	157	475	422
Site	IV	Business Continuity Manager	Business Operations, Business Continuity Management, Technical Risk Assessment, Critical Thinking, Risk Management...	47736	2695	200	199
Site	III	Manufacturing Supervisor	Quality Control Analysis, Operations Monitoring, Process Engineering, Teamwork, Time Management...	17943	1150	470	358
Site	II	Manufacturing Technology Engineer	Materials Engineering, Process Engineering, Manufacturing Operations, Analytical Thinking, Process Experimentation...	9925	174	192	187

(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.