Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	124	144
Site	III	USP Reporting Analyst	Data Modeling, Data Analysis, Data Visualization, Analytical Thinking, SQL Programming...	32324	2990	450	441
Site	V	Machine Learning Engineer	Machine Learning, Machine Learning Lifecycle, Analytical Thinking, Statistical Analysis, Spark...	65218	2729	72	66
Site	II	Lead Content Strategist	Analytical Thinking, Measure Digital Engagement, Data Analysis, Digital Auditing, MS Excel...	13640	211	351	298
Site	IV	Marketing Director	Marketing, Process Management, Critical Thinking, CPG Industry, Brand Marketing...	50279	3085	53	47
Site	IV	Data and Insights Manager	Data Analysis, Data Interpretation, Data Visualization, Articulate Technical Information, Analytical Thinking...	41269	2416	415	355
Site	IV	Data and Insights Analyst	Data Interpretation, Data Visualization, Database Systems Knowledge, R Programming, Report Writing...	29716	1712	645	525
Site	I	Database Administrator	Data Monitoring, Database Security, NoSql, Database Systems Knowledge, Database Design...	6033	145	434	436
Site	II	Database Administrator	Statistical Analysis, Attention to Detail, Construct Data Structures, Data Visualization, Data Analysis...	7005	164	682	549
Site	III	Database Architect	Database Design, Optimization Strategies, Analytical Thinking, SQL Programming, BigQuery...	33342	2804	105	98

(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.