Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Geospatial Data Scientist	ETL, Python, R Programming, SQL Programming, GIS, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Attention to Detail, Data Visualization, Project Coordination, Process Innovation, Accountability, Data Governance, ArcGIS Pro, Azure Cloud, Quantitative Analysis, Data Analysis	29906	3336	92
Site	V	Data Scientist	Lead Data Scientist	Data Science, Data Analysis, Spark, Predictive Modeling, Machine Learning, Data Interpretation, Data Visualization, Technology Leadership, CRISP-DM, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Natural Language Processing, Numpy, Business Operations, Python, R Programming, TensorFlow, Hadoop	56913	3054	79
Site	III	Data Scientist	Data Scientist	Data Science, MS Excel, SQL Programming, Spark, Python, R Programming, Tableau, Data Visualization, Predictive Modeling, Machine Learning, Statistical Analysis, Statistical Modeling, Analytical Thinking, Critical Thinking, Articulate Technical Information, Internal Collaboration, Complex Problem Solving, Attention to Detail, Applied Mathematics	35187	2700	94
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	7005	164	1861
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	6033	145	927
Site	I	Database Administrator	Sql Database Administrator	Database Systems Knowledge, Database Installation, User Access Management, Data Monitoring, Software Development, Digital Compliance, Technical Support, Analytical Thinking, Troubleshooting, Intuitive Problem Solving, Internal Collaboration, MS SQL Server, SQL Programming, ETL	4800	161	538
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, MS SQL Server, Database Audit, Systems Evaluation, Data Interpretation, Process Engineering, Database Systems Knowledge, Analytical Thinking, Articulate Technical Information, Ethical Compliance, Troubleshooting, Attention to Detail	24433	1950	1572
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	1952
Site	III	Database Architect	Database Architect	Database Design, Data Interpretation, Quality Control Analysis, Project Management, Analytical Thinking, Critical Thinking, MS SQL Server, SQL Programming, Intuitive Problem Solving	19025	2752	1895
Site	III	Database Architect	Chief Database Architect	Database Design, Database Systems Knowledge, Cloud Computing, Leadership, Analytical Thinking, Complex Problem Solving, Accountability, SQL Programming, MS SQL Server, Java, Mongo DB	20425	1403	2114
Site	IV	Database Enginner	Database Engineer	MongoDB, NoSql, Ansible, Python, Terraform, Cloud Databases, Linux, Intuitive Problem Solving, Technical Documentation, Fault Incident Response, SME Communication, Complex Problem Solving, Analytical Thinking, Troubleshooting, Data Monitoring, Database Design, Database Audit, PAAS, Internal Collaboration, Cassandra	44469	3439	90
Site	III	Datacenter Engineer	Senior Data Center Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Installation, Vendor Management, Database Systems Knowledge, Technical Support, Fault Incident Response, SME Communication, Attention to Detail, Accountability, Facilities Maintenance, Network Infrastructure, Troubleshooting, Intuitive Problem Solving, Negotiation	28442	2801	95
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	1708
Site	III	Design Engineer	Senior Design Engineer	Engineering Design, Product Design, Mechanical Engineering, Troubleshooting, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance, Judgment and Decision Making	18516	1352	1638
Site	IV	Design Engineer	Senior Design Engineer	Product Design, Management of Material Resources, Product Design Strategy, Product Discovery, Product Evaluation, Mechanical Engineering, Prototyping, Computer Aided Design, Continuous Improvement, Technical Documentation, Procurement, Managerial Accounting, Analytical Thinking, Internal Collaboration, Research Emerging Trends, Creo, Teamcenter	39164	2389	562
Site	I	Design for Testability Engineer	Logic Design Engineer	DFT Logic Design, Quality Control Analysis, RTL Design, SOC Architecture, SOC Design, Electrical Application, Automation Testing, FastScan, LogicBIST, Analytical Thinking, Intuitive Problem Solving, TestKompress	7485	170	988
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Quality Control Analysis, Automation Testing, Systems Evaluation, Systems Design, SOC Design, SOC Architecture, Intuitive Problem Solving, Articulate Technical Information, Project Management, Internal Communication, SystemVerilog, Analytical Thinking, Critical Thinking	33278	2241	930
Site	V	Device Design Engineer	Device Design Engineer	Device Engineering, Process Engineering, Systems Design, SOC Architecture, SOC Design, Complex Problem Solving, Articulate Technical Information, KOL Leadership, Novel Thinking, Mentoring, Research Emerging Trends, Team Building, Product Strategy, Analytical Thinking	42684	2338	1057
Site	II	Digital Compliance Specialist	Compliance Manager	Risk Management, Digital Auditing, Digital Compliance, Analytical Thinking, Collaboration, Statistical Analysis, Complex Problem Solving, Project Management, Data Monitoring, Process Modeling, Internal Communication	7457	176	1438
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	46355	1591	753

(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.