Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Software Developer	Cyber Security Engineer	Network Infrastructure, IT Security Development, Manage Cyber Security Threats, Analytical Thinking, Complex Problem Solving, Cloud Computing, Java, Python, C#, ASP .Net, Database Systems Knowledge	4224	153	1885
Site	I	Software Developer	Cyber Security Engineer	IT Infrastructure, IT Security Development, Network Infrastructure, SQL Coding, Cloud Computing, Analytical Thinking, Team Building, Java, Python	3312	110	1856
Site	IV	Cybersecurity Analyst	Cyber Security Threat Intelligence Analyst	CISSP, GenAI, Trend Analysis, Analytical Thinking, Complex Problem Solving, Scenario Analysis, Business Intelligence Reporting, Judgment and Decision Making, Articulate Technical Information, Digital Compliance, Cybersecurity Threat Modeling, Internal Collaboration, Technical Risk Assessment, Cybersecurity Frameworks, Research Emerging Trends, Business Operations, Data Monitoring, OSINT, Accountability, Strategic Communications	45631	2790	8
Site	III	Technical Support Engineer	Cybersecurity Technical Support Engineer	Security Incident Response, Manage Cyber Security Threats, Customer Service, Technical Support, Articulate Technical Information, Intuitive Problem Solving, Troubleshooting, Research Information, Collaboration, Attention to Detail, MS Azure, Cloud Computing, Python	6165	185	1553
Site	II	Lead Content Strategist	Data and Content Strategist	Analytical Thinking, Articulate Technical Information, Digital Auditing, E Commerce , Measure Digital Engagement, Content Management, Data Monitoring, Sales Forecasting, Judgment and Decision Making, Internal Collaboration, Digital Promotions, Creating Promotional Materials, Project Management, Marketing Campaigning, Brand Marketing, Complex Problem Solving, Data Analysis, New Media Literacy, MS Excel, Accountability	14462	233	417
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	1897
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Data Analysis, Data Interpretation, Data Visualization, Predictive Modeling, Sales Forecasting, A/B testing, Project Management, Articulate Technical Information, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Azure Databricks, Snowflake, Power BI	41269	2416	742
Site	IV	Database and Network Architect	Data Architect	Database Design, Construct Data Structures, Data Monitoring, Database Systems Knowledge, Logistical Planning, Process Modeling, Cloud Computing, Cloud Databases, MySQL, Information Security Management, Analytical Thinking, Complex Problem Solving, Team Building, MS SQL Server, SQL Coding	38145	1748	1942
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	681
Site	V	Data Governance Director	Data Architecture Director	Judgment and Decision Making, Critical Thinking, Articulate Technical Information, Amazon AWS, ETL, API Development, KOL Leadership, Cloud Infrastructure, Data Lifecycle Management, ERP Systems, Data Governance, Engineering Management, Feasibility Assessments, Data Modeling, Digital Compliance, Business Management, Hospitality Industry, Internal Collaboration, Complex Problem Solving, Analytical Thinking	56259	3434	23
Site	IV	Project Manager	Data Center Manager	Contract Administration, Project Management, Data Center Infrastructure, Policy Adherence, Labor Audits, Critical Thinking, Judgment and Decision Making, Cost Accounting, Report Writing, Internal Collaboration, Customer Relations, Value Engineering, Safety Compliance, Accountability, Intuitive Problem Solving, Negotiation, Conflict Resolution, Scheduling, Electrical Application	35825	2582	77
Site	II	Public Relations Manager	Data Center Policy Manager	Economic Analysis, Quantitative Analysis, Public Relations, Feasibility Assessments, Energy Systems Analysis, Environmental Engineering, Data Center Infrastructure, Analytical Thinking, Report Writing, Research Emerging Trends, Articulate Technical Information, Public Policy, Collaboration, Negotiation	7661	151	853
Site	I	Datacenter Technician	Data Center Technician	Network Infrastructure, IT Infrastructure, Information Security Management, Electrical Systems, Analytical Thinking, Problem Solving, Cloud Computing, Database Systems Knowledge	3450	126	1697
Site	IV	Data Engineer	Data Engineer	Data Interpretation, Data Monitoring, Database Design, Statistical Analysis, Predictive Modeling, Machine Learning, Elasticsearch , Splunk, Agile Methodology, Analytical Thinking, Team Building, Collaboration	26158	1924	1462
Site	III	Data Engineer	Data Engineer	Cloudformation, Data Governance, Data Analysis, Amazon AWS, Agile Methodology, Unit Testing, Java, Python, Scala, Automation Testing, Kubernetes, Data Modeling, SQL Programming, Technology Leadership, Google Drive Enterprise, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Terraform	28824	2310	532
Site	III	Product Analytics Engineer	Data Engineer	Data Monitoring, Data Visualization, Process Modeling, Quantitative Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Internal Communication, SQL Programming, ETL, Python, Scala, C Programming, Mentoring, Product Development, Technology Leadership	27933	2798	822
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	23564	1678	712
Site	IV	Data and Insights Manager	Data Management Manager	Business Management, Data Governance, Financial Analysis, Alteryx, Judgment and Decision Making, Articulate Technical Information, Critical Thinking, Complex Problem Solving, Technology Leadership, Digital Compliance, SME Communication, Policy Management, Continuous Improvement, Reltio, Informatica PowerCenter, Systems Architecture, KPI Analysis, Internal Collaboration, Mentoring, Azure Databricks	41854	3252	70
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	1792
Site	V	Technical Program Manager	Data Program Manager	Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Technology Leadership, Research Emerging Trends, Negotiation, Data Governance, Project Management, Policy Management, Managerial Accounting, Systems Architecture, Business Management, Business Operations, Management of Personnel Resources, Quantitative Analysis, Process Innovation, Ethical Compliance	61326	2341	551

(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.