Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Customer Service Representative	Customer Support Representative	Customer Service, Problem Solving, Listening, Social Perceptiveness, Compliance, Team Building	847	13	1378
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	1015
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	1224
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	155
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	3415	128	920
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	1109
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	101
Site	III	Data Scientist	Data Scientist	Data Analysis, Data Interpretation, Data Visualization, SQL Coding, Data Monitoring, Statistical Analysis, Quantitative Analysis, Articulate Technical Information, Financial Analysis, Analytical Thinking	20234	1549	1226
Site	IV	Data Scientist	Senior Data Scientist	Data Analysis, Data Interpretation, Forecasting, Quantitative Analysis, Strategic Planning, SQL Coding, Analytical Thinking, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Teamwork, MS Excel	34002	1674	1215
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	28124	1417	280

(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.