Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Data Scientist	Senior Data Scientist	Forecasting, Strategic Planning, Data interpretation, Data Analysis, Teamwork, Attention to Detail, Quantitative Analysis, SQL Coding, MS Excel	17440	1833	1199
Site	III	Data Scientist	Data Scientist	Data Center Infrastructure, Complex Problem Solving, Process Modeling, Statistical Analysis, Mentoring, Data Science, Operations Management, Organizational Development, Machine Learning, Forecasting, Feasibility Assessments, Scientific Reasoning, Analytical Thinking, Research Emerging Trends	29960	1417	272
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	25000	2147	133
Site	V	Data Governance Director	Data Manager	Data Science, Data Monitoring, Data interpretation, Ethical Compliance, Database Systems Knowledge, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Process Modeling, Accuracy, Collaboration, Negotiation	36720	2112	1093
Site	V	Data Governance Director	Data Architect and Governance Lead	Data Governance, Data Modeling, Data Monitoring, Data Lifecycle Management, Quality Control Analysis, Manage Cyber Security Threats, Digital Compliance, Contract Administration, Systems Architecture, Research Emerging Trends, Articulate Technical Information, Technology Leadership, Judgment and Decision Making, Data Warehouse, Complex Problem Solving, SQL Programming, Amazon AWS	57780	1546	90
Site	I	Data Center Project Manager	Infrastructure Project Manager	Project Management, Managerial Accounting, Troubleshooting, Customer Relations, Project Coordination, Accountability, Logistical Planning, IT Infrastructure, Account Reconciliation	3372	128	910
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Sales Forecasting, A/B testing, Snowflake, Power BI, Data Analysis, Analytical Thinking, Data Visualization, Predictive Modeling, Azure Databricks, Intuitive Problem Solving, Articulate Technical Information, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Data Interpretation, Project Management	46720	1922	144
Site	IV	Data and Insights Analyst	Data and Insights Senior Analyst	Data Visualization, Data interpretation, Database Systems Knowledge, R Programming, Statistical Analysis, Mathematics, SQL Coding, Attention to Detail, Accuracy, Articulate Technical Information, Report Writing	22880	1534	1207
Site	III	Data Analytics Lead	Senior Data Analyst	Mathematics, Data interpretation, Data Analysis, Tableau, Azure Machine Learning, MS SQL Server, Python, R Programming, Logistical Planning, LEAN Manufacturing, Project Management, Construct Data Structures	17192	1242	999
Site	I	Customer Service Representative	Customer Support Representative	Customer Service, Problem Solving, Listening, Social Perceptiveness, Compliance, Team Building	36	13	1364

(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.