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	1341
Site	II	Buyer and Purchasing Agent	Senior Buyer	Business Operations, Procurement, Project Management, Cost Accounting, Contract Administration, Analytical Thinking, Negotiation, Internal Communication, Problem Solving, Accountability, Attention to Detail, Cloud Computing, SAP	7380	141	223
Site	I	Business Analyst	Business Analyst	Business Operations, Business Strategy, Data Monitoring, Data Visualization, Process Modeling, Risk Management, Project Coordination, Analytical Thinking, Documentation, JIRA, Tableau	3828	110	1415
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	27
Site	IV	Compensation and Benefits Manager	Claims Manager	Project Accounting, Claims Assessment, Risk Management, Origami Risk, Customer Relations, Project Coordination, Intuitive Problem Solving, Team Building, Data Analysis, Technical Writing, Analytical Thinking	26520	1206	1170
Site	II	Knowledge Management Analyst	Knowledge Manager	Content Management, MS Excel, Power BI, Data Analysis, API Development, GenAI, SME Communication, Research Emerging Trends, Metadata Schema, Technical Documentation, Data Governance, Data Monitoring, Training, SharePoint, LLM Design, CMS Administration, Continuous Improvement, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making	11282	267	31
Site	IV	Accountant	Senior Accountant	Accounting, Financial Analysis, Business Management, Project Management, Continuous Improvement, Financial Reporting, Risk Management, Process Automation, Accounting Information Systems, Internal Collaboration, Critical Thinking, PeopleSoft, SAP, MS Excel, Analytical Thinking, Accountability, SOX Control Design, GAAP, Articulate Technical Information, Ethical Compliance	45631	2895	60
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Data Analysis, Data Interpretation, Data Visualization, Predictive Modeling, Sales Forecasting, A/B testing, Project Management, Articulate Technical Information, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Azure Databricks, Snowflake, Power BI	41269	2416	246
Site	IV	Senior Cybersecurity Engineer	Senior Cybersecurity Engineer	Computer Architecture, Cybersecurity Audit, Cybersecurity Threat Modeling, Network Infrastructure, System Security, Software Development, Data Science, Analytical Thinking, Computational Thinking, Complex Problem Solving, Ethical Compliance, Teamwork	33421	2057	866
Site	II	Technical Writer	Senior Technical Writer	Technical Writing, Articulate Technical Information, New Media Literacy, Verbal Communication, Project Management, Content Management, Presentations, Attention to Detail, Accuracy, Ethical Compliance, Analytical Thinking, Critical Thinking	7750	126	1096

(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.