Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Data Analysis, Data Interpretation, Data Visualization, SQL Coding, Data Monitoring, Statistical Analysis, Quantitative Analysis, Articulate Technical Information, Financial Analysis, Analytical Thinking	20234	1549	1619
Site	IV	Integrity Solutions Engineer	Integration Engineer	Digital Compliance, Product Management, Product Strategy, Ethical Compliance, Public Policy, Digital Auditing, Legal Reasoning, Critical Thinking, Complex Problem Solving, Software Development, Python, Java, REST API, Cloud Infrastructure	30954	1056	688
Site	II	Supply Chain Business Analyst	Supply Chain Analyst	Business Operations, Data Analysis, Supply Chain Leadership, Continuous Improvement, Data Governance, Data Visualization, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Business Storytelling, Complex Problem Solving, Judgment and Decision Making, Python, SQL Programming, Tableau, Snowflake, Azure Databricks	11730	206	503
Site	I	Public Relations Specialist	Public Relations Specialist	Public Relations, Business Writing, Social Perceptiveness, Social Media Networking, Event Marketing, Creative Thinking, Research Information	3056	98	1608
Site	III	Software Engineer	Lead Software Engineer	Software Application Lifecycle, Software Design, Software Development, API Development, Database Systems Knowledge, GenAI, Leadership, Technical Documentation, Intuitive Problem Solving, Troubleshooting, Internal Collaboration, Mentoring, Accountability, Amazon AWS, ASP .Net, NodeJS, React JS	23098	2259	299
Site	I	SQL Developer	Sql Developer	Database Design, Data Analysis, Analytical Thinking, Computational Thinking, Intuitive Problem Solving, MS SQL Server, SQL Programming, Data Modeling	3252	117	1748
Site	II	Project Manager	Project Manager	Managerial Accounting, Project Management, Change Management, Logistical Planning, Project Accounting, Policy Adherence, Evaluate Performance, Risk Management, Define Requirements, Conduct Focus Groups, Critical Thinking, Team Building, Intuitive Problem Solving, Judgment and Decision Making, Customer Relations, Ethical Compliance, Internal Collaboration, Negotiation, SME Communication	11255	237	190
Site	IV	Software Engineer	Lead Software Engineer	Software Development, Software Testing, App Deployment, Define System Requirements, Systems Architecture, Software Application Lifecycle, Cloud Infrastructure, Data Science, Analytical Thinking, Complex Problem Solving, Team Building, Python, React JS, TM1 Planning Analytics, GenAI API	35530	1970	533
Site	II	Digital Content Designer	Content Creator	UI Design, UX Design, Problem Solving, Adobe Indesign, Adobe Illustrator, Adobe Photoshop, Creative Thinking, Attention to Detail, Content Creation	6210	123	1690
Site	II	Business Development Analyst	Business Development Analyst	Product Pricing Analysis, Sales Strategy, Account Analysis, Account Management, Resiliency, Sales Planning, Project Management, Analytical Thinking, Adaptability, Customer Relations, Negotiation, Technical Writing	7882	172	797

(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.