Tier	Title	Position	Skills	Prior	Year 1	Views
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	316
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	326
Site	III	Cybersecurity Engineer	iSOC Security Engineer	System Verification Strategy, Manage Cyber Security Threats, User Access Management, Network Security Audit, Cloud Infrastructure, Security Management Strategy, Security Incident Response, Cybersecurity Threat Modeling, Systems Cryptography, Data Monitoring, Digital Compliance, Policy Management, Database Security, Network Routing Protocols, Python, Perl, Ruby, Judgment and Decision Making, Analytical Thinking, Complex Problem Solving	38177	2746	256
Site	III	Data and Insights Analyst	Digital Insights Analyst	Business Storytelling, Analytical Thinking, Data Visualization, Data Analysis, Data Governance, Internal Collaboration, Adobe Analytics, Power BI, Research Emerging Trends, Report Writing, UI Design, Product Strategy, SME Communication, Articulate Technical Information, Statistical Modeling, Statistical Analysis, R Programming, KPI Analysis, NoSql, Python	33596	2649	280
Site	IV	Software Engineer	Principal Software Engineer	REST API, User Access Management, SaaS, Cloud Infrastructure, Azure Cloud, Systems Architecture, Salesforce Commerce Cloud, System Verification Strategy, Software Testing, CI/CD, React Native, TypeScript, React JS, MS SQL Server, NoSql, Engineering Management, AI Applications Design, Mobile UX Design, Critical Thinking, Analytical Thinking	45050	2962	254
Site	V	Technology Legal Counsel	Legal Counsel	Legal Analysis, Risk Management, Technology Strategy, Contract Lifecycle Management , Business Management, Technical Documentation, Digital Compliance, Policy Management, Regulatory Compliance, Legal Leadership, Training, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Negotiation, Conflict Resolution, Internal Collaboration, Research Emerging Trends, Critical Thinking	60183	2793	277
Site	III	Product Development Process Analyst	Product Analyst IBP	Product Branding, Product Management, Quantitative Analysis, Product Design Strategy, Agile Methodology, Critical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Attention to Detail, Internal Collaboration, Negotiation, CPG Industry, IBP, S&OE, S&OP, SAP IBP, SCRUM	28888	2594	298
Site	IV	Data Governance Analyst	Business Analyst	Content Management, Data Governance, Data Lifecycle Management, Andragogy, Instructional Design, Training, Define Requirements, Continuous Improvement, Metadata Schema, Project Coordination, Research Leadership, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, SME Communication, Attention to Detail, Troubleshooting, Informatica PowerCenter, Critical Thinking	46574	2749	285
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	343
Site	III	Packaging Engineer	Packaging Engineer	Analytical Thinking, Intuitive Problem Solving, Management of Material Resources, Materials Engineering, Packaging Engineering, Process Experimentation, Sustainability Frameworks, Project Management, Internal Collaboration, Negotiation, SME Communication, Cost Accounting, Attention to Detail, Product Design Strategy, Judgment and Decision Making, Research Emerging Trends, Regulatory Compliance, Product Development	30669	2295	298

(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.