Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Process Modeling, Complex Problem Solving, Analytical Thinking, Statistical Analysis, Data Center Infrastructure, Forecasting, Feasibility Assessments, Research Emerging Trends, Machine Learning, Mentoring	27869	2774	311
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	23427	2147	161
Site	V	Data Governance Director	Data Manager	Database Systems Knowledge, Data Science, Data Monitoring, Data Interpretation, Process Modeling, Ethical Compliance, Collaboration, Negotiation, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Accuracy	41865	2298	1149
Site	V	Data Governance Director	Data Architect and Governance Lead	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis, Technology Leadership, Manage Cyber Security Threats, Contract Administration, Data Warehouse, Digital Compliance, SQL Programming, Systems Architecture, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Amazon AWS, Critical Thinking	57402	1613	125
Site	I	Data Center Project Manager	Infrastructure Project Manager	Project Management, Project Coordination, Logistical Planning, Managerial Accounting, IT Infrastructure, Account Reconciliation, Troubleshooting, Customer Relations, Accountability, Critical Thinking, Intuitive Problem Solving	4026	143	959
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	43593	1922	179
Site	IV	Data and Insights Analyst	Data and Insights Senior Analyst	Data Interpretation, Data Visualization, Database Systems Knowledge, Mathematics, Statistical Analysis, SQL Coding, Report Writing, Articulate Technical Information, Attention to Detail, Accuracy, R Programming	29716	1712	1259
Site	III	Data Analytics Lead	Senior Data Analyst	Data Analysis, Data Interpretation, Logistical Planning, Construct Data Structures, Tableau, Mathematics, Project Management, Azure Machine Learning, MS SQL Server, Python, R Programming, LEAN Manufacturing, Analytical Thinking	20807	1600	1057
Site	I	Customer Service Representative	Customer Support Representative	Customer Service, Problem Solving, Listening, Social Perceptiveness, Compliance, Team Building	847	13	1406
Site	I	Customer Service Manager	Customer Service Manager	Management of Personnel Resources, Project Management, Customer Service, Customer Relations, Logical Thinking, Negotiation, Problem Solving	2895	88	1313

(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.