Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	UX Researcher	Quantitative Research Analyst	Human Computer Interaction, Quantitative Analysis, R Programming, Statistical Analysis, Research and Development, Accuracy, Teamwork, UX Design, Measure Digital Engagement, Data interpretation, Data Monitoring	21291	2558	742
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	1391
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	147
Site	IV	Product Designer	Visual Designer	Visual Design, Prototyping, Data Visualization, UI Design, Sketching, Product Branding, Sketch, Novel Thinking, Collaboration, Drawing, Presentations, Team Building, Adobe Illustrator, Adobe Photoshop	32116	1441	1293
Site	IV	Aerodynamics Engineer	Aerodynamics Engineer	Aerodynamics, Computational Fluid Dynamics , Process Management, Prototyping, Aeronautical Engineering, Mechanical Engineering, Product Development, Analytical Thinking, Critical Thinking, Conflict Resolution, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Accountability, Internal Communication, Negotiation, HyperWorks, CATIA, ANSYS Fluent	49479	1645	110
Site	II	Computer Network Architect	Wireless Network Engineer	Network Infrastructure, SIM Technologies, Project Management, Computational Thinking, Problem Solving, Troubleshooting, Android, iOS System	5652	115	1319
Site	II	Business Operations Specialist	Business Operations Analyst	Business Operations, Internal Collaboration, Analytical Thinking, Technical Support, Attention to Detail, Training, Customer Relations, Technical Documentation, Evaluate Performance, Quality Control Analysis	5489	99	143
Site	I	Software Engineer	Backend Developer	SQL Coding, Data Interpretation, Data Visualization, Analytical Thinking, Problem Solving, MS SQL Server, Python, REST API, SOAP	4104	100	1236
Site	I	Software Developer	Site Reliability Engineer	Quality Control Analysis, Ethical Compliance, Cloud Computing, Unit Testing, Troubleshooting, Analytical Thinking, Articulate Technical Information, Technology Design, Intuitive Problem Solving	3609	88	1231
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

(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.