Tier	Title	Position	Skills	Prior	Year 1	Views
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	24669	2147	70
Site	II	Database Administrator	Database Administrator	MS SQL Server, SQL Programming, Statistical Analysis, Attention to Detail, Database Systems Knowledge, Construct Data Structures, Data Visualization, Data Analysis, Analytical Thinking	1304	123	1117
Site	I	Database Administrator	Database Administrator	Database Design, Database Audit, Data Monitoring, Documentation, Database Security, NoSql, Ansible, Cobbler, Cfengine, Elasticsearch , Kubernetes, Database Systems Knowledge, C Programming, Python, Intuitive Problem Solving, Analytical Thinking	1573	145	258
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, Database Systems Knowledge, Systems Evaluation, Troubleshooting, Data interpretation, MS SQL Server, Process Engineering, Database Audit, Articulate Technical Information, Ethical Compliance, Analytical Thinking, Attention to Detail	4417	1978	787
Site	IV	Database and Network Architect	Data Architect	Process Modeling, Data Monitoring, Database Systems Knowledge, Database Design, Construct Data Structures, Team Building, Logistical Planning, MS SQL Server, MySQL, SQL Coding, Cloud Computing, Cloud Databases, Complex Problem Solving, Information Security Management	7103	1436	1205
Site	III	Database Architect	Database Architect	Database Design, Data interpretation, Quality Control Analysis, MS SQL Server, SQL Programming, Project Management, Analytical Thinking, Critical Thinking	5961	2810	1153
Site	III	Database Architect	Chief Database Architect	MS SQL Server, Java, SQL Programming, Cloud Computing, Mongo DB, Leadership, Accountability, Database Systems Knowledge, Database Design	2773	1726	1290
Site	I	Datacenter Technician	Data Center Technician	Network Infrastructure, Information Security Management, IT Infrastructure, Electrical Systems, Analytical Thinking, Problem Solving, Cloud Computing, Database Systems Knowledge	808	127	948
Site	III	Design Engineer	Senior Design Engineer	Mechanical Engineering, Product Design, Troubleshooting, Engineering Design, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance	2032	1734	888
Site	I	Design for Testability Engineer	Logic Design Engineer	DFT Login Design, RTL Design, SOC Architecture, SOC Design, Quality Control Analysis, Automation Testing, TestKompress, FastScan, LogicBIST, Analytical Thinking, Intuitive Problem Solving, Electrical Application	1527	138	238

(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.