Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	II	Machine Learning Research Scientist	Machine Learning, Graphic Algorithmic Development, Research and Development, Computational Thinking, Research Emerging Trends...	21698	1807	482	410
Site	V	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Analytical Thinking, Statistical Analysis, Spark...	65218	2729	85	85
Site	IV	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, Analytical Thinking, CI/CD...	42151	1989	417	365
Site	IV	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Data Science, Novel Thinking...	45845	2767	424	421
Site	V	Machine Learning Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Analytical Thinking...	55767	2354	459	469
Site	III	Machine Learning Engineer	AI Evaluation, AI Governance, Data Analysis, Analytical Thinking, Information Privacy...	54927	2630	80	71
Site	V	Machine Learning Engineer	AI Applications Design, Analytical Thinking, Python, TensorRT, Computer Vision...	54297	3168	21	21
Site	III	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Quantitative Analysis, Analytical Thinking, Python...	36396	3014	89	73
Site	IV	Machine Learning Engineer	MLOps, Machine Learning, Computational Thinking, Azure Databricks, Python...	39821	2554	352	360
Site	II	Logistics Analyst	Logistical Planning, Analytical Thinking, Data Lifecycle Management, Data Modeling, Process Auditing...	11282	247	42	42

(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.