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	791
Site	V	Senior AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	816
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	198
Site	IV	General Counsel Litigation Attorney	Senior Litigation Attorney	Legal Counseling, Legal Research, Litigation, Strategic Planning, Patents, Technology Leadership, Critical Thinking, Analytical Thinking, Articulate Technical Information, Advocacy, Complex Problem Solving, Intellectual Property, Technical Writing, Ethical Compliance, Team Building	39307	3012	337
Site	V	Senior Supply Chain Manager	Supply Chain Management	Logistical Planning, Strategic Sourcing, Strategic Planning, Managerial Accounting, Forecasting, Risk Management, Operations Management, Inventory Management, Continuous Improvement, Data Monitoring, Complex Problem Solving, Analytical Thinking, Judgment and Decision Making	47670	1787	1068
Site	I	Bioengineer	Bioinformatician	Biocomputational Engineering, Data Analysis, Data Interpretation, Statistical Analysis, Database Systems Knowledge, Cloud Computing, Data Visualization, Analytical Thinking, Intuitive Problem Solving, R Programming, Python	4026	174	1316
Site	I	Business Analyst	Business Systems Analyst	Business Analysis, Business Operations, Data Monitoring, Data Visualization, Process Modeling, Database Systems Knowledge, Project Management, Analytical Thinking, Articulate Technical Information, Problem Solving, Visio	4224	99	1283
Site	III	Manufacturing Supervisor	Manufacturing Supervisor	Management of Personnel Resources, Operations Management, Safety Audit, Project Coordination, Quality Control Analysis, Leadership, Accountability, Intuitive Problem Solving, Training, Team Building, Verbal Communication, Compliance, Customer Relations, Ethical Compliance, Scheduling, Critical Thinking	26979	2479	167
Site	I	Aerospace Engineer	Aerospace Engineer	SolidWorks, Engineering Design, Mathematics, Complex Problem Solving, Ethical Compliance, Articulate Technical Information, Quality Control Analysis, Drafting, Analytical Thinking, Judgment and Decision Making	3966	100	1420
Site	I	Graphic Designer	Junior Graphic Designer	Graphic Design, Visual Communication, Project Management, Creative Thinking, Problem Solving, Social Media Marketing, Teamwork, Adobe Illustrator, Adobe Photoshop, Adobe Indesign	5027	181	1391

(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.