Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Data Science, Novel Thinking...	45845	2767	258	255
Site	V	Machine Learning Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Analytical Thinking...	55767	2354	286	261
Site	IV	Machine Learning Engineer	MLOps, Machine Learning, Computational Thinking, Azure Databricks, Python...	39821	2554	192	180
Site	II	Machine Learning Research Scientist	Machine Learning, Graphic Algorithmic Development, Research and Development, Computational Thinking, Research Emerging Trends...	21698	1807	335	287
Site	IV	Machine Learning Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design...	43302	2899	322	324
Site	IV	Maintenance Manager	Judgment and Decision Making, Critical Thinking, Process Management, Manufacturing Operations, Safety Compliance...	39092	3455	26	26
Site	II	Management Analyst	Statistical Analysis, Data Interpretation, Data Analysis, SQL Coding, Technical Writing...	9340	157	472	421
Site	IV	Manager Corporate Strategy	Managerial Finance, Financial Modeling, Data Interpretation, Data Monitoring, Critical Thinking...	28554	2320	434	382
Site	IV	Manager Corporate Strategy	Critical Thinking, Business Operations, Strategic Planning, Judgment and Decision Making, Internal Collaboration...	46717	1876	210	203
Site	III	Manager Packaging Development	Packaging Engineering, Quality Control Analysis, Analytical Thinking, Project Management, Compliance...	24370	1606	543	377

(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.