Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Engineer	Senior Data Engineer	Python, NoSql, SQL Programming, Spark, Azure Databricks, EventHub, Data Modeling, Unity Catalog, SSAS Tabular, Google Cloud Platform, Data Warehouse, API Development, Data Science, Database Design, ERP Systems, Cost Accounting, Technical Documentation, Critical Thinking, Complex Problem Solving, Process Engineering	35123	3175	254
Site	III	Software Engineer	Advanced Software Engineer	Team Building, Engineering Management, Network Infrastructure, Computer Science, Software Development, Software Application Lifecycle, Systems Design, Process Automation, Cloud Infrastructure, Complex Problem Solving, UI Design, Database Systems Knowledge, Critical Thinking, Analytical Thinking, Articulate Technical Information, Technology Strategy, Technology Leadership	32260	2222	254
Site	III	Analytics Consultant	Advanced Analytics Consultant	Stakeholder Management, Sales Forecasting, Data Analysis, Sales Strategy, Research Leadership, Managerial Accounting, Evaluate Performance, Product Pricing Analysis, Financial Analysis, Report Writing, Complex Problem Solving, Articulate Technical Information, Analytical Thinking, Judgment and Decision Making, Predictive Modeling, Process Management, Actuarial Science, Data Monitoring, SQL Programming, SAS	38177	2842	255
Site	I	Business Systems Analyst	Business Systems Analyst	Business Analysis, Define System Requirements, Business Management, Analytical Thinking, Articulate Technical Information, Teamwork, Judgment and Decision Making, Process Modeling, SME Communication, Policy Adherence, Systems Administration, Internal Collaboration, Conflict Resolution	4245	154	257
Site	II	Instructional Designer	Instructional Designer	Andragogy, Content Creation, Instructional Design, Visual Design, UI Design, Leadership Development, Project Management, Training, LMS Administration, Creative Thinking, Critical Thinking, Articulate Technical Information, Judgment and Decision Making, Internal Collaboration, Research Emerging Trends, SME Communication, Team Building, Attention to Detail, Adobe Creative Cloud, Articulate Storyline 360	10885	255	257
Site	IV	Software Engineer	Senior Software Engineer	Software Application Lifecycle, System Design Strategy, Systems Architecture, Computer Science, Define System Requirements, SpringBoot, Agile Methodology, Business AI Applications, Analytical Thinking, Computational Thinking, Complex Problem Solving, Internal Collaboration, HTML 5, Java, SQL Programming, JIRA, JS Angular, Kubernetes, OpenShift, SOAP	40692	2869	257
Site	IV	UX Designer	Enterprise UX Designer	UX Design, Creative Thinking, Critical Thinking, Prototyping, Content Creation, Human Computer Interaction, Brand Marketing, Brand Guidelines, Attention to Detail, Team Building, Internal Collaboration, Strategic Partnering, Vendor Management, Design Leadership, Continuous Improvement, Research Emerging Trends, Usability Testing	36549	2265	258
Site	IV	AI Engineer	AI Engineer	Java, Python, Agentic AI, Langchain, CrewAI, Amazon AWS, AI Applications Design, Machine Learning, Analytical Thinking, Complex Problem Solving, Internal Collaboration, GenAI, Adaptability, Judgment and Decision Making, Prototyping, Technology Leadership, Systems Deployment, Research Emerging Trends, System Verification Strategy, Cloud Infrastructure	43888	2735	261
Site	IV	General Counsel Litigation Attorney	Senior Counsel	Legal Research, Litigation, Legal Leadership, Legal Documentation, Contract Administration, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Internal Collaboration, Regulatory Compliance, Attention to Detail, Mentoring, Negotiation, Strategic Planning, Accountability, Policy Training	42578	2374	262
Site	III	Human Resource Technology Lead	HR Technology Lead	Workday, Process Management, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Negotiation, Intuitive Problem Solving, Sales Strategy, Technical Support, Systems Administration, Technology Leadership, Payroll Management, Scheduling, Project Management, Analytical Thinking, Social Perceptiveness, Microsoft Power Platform, Robotic Process Automation	28633	2480	263

(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.