Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	28377	2339	473
Site	IV	Network Engineer	Senior Network Engineer	IT Security Development, Network Infrastructure, Security Management Strategy, Database Systems Knowledge, Systems Design, Automation Testing, Unit Testing, Project Coordination, Analytical Thinking, Articulate Technical Information, Training	28554	1930	1105
Site	III	Manufacturing Systems Analyst	IT Manufacturing Systems Analyst	MS SQL Server, Troubleshooting, Intuitive Problem Solving, Six Sigma, System Security, Network Infrastructure, Business Intelligence Tools, Teamwork, OSI PI, Kepware, OPC, Power BI, ERP Systems, ASP .Net, SOAP, Systems Design, Digital Compliance, Critical Thinking, Technical Documentation	26025	2046	211
Site	III	Manufacturing Quality Manager	Quality Assurance Manager	Manufacturing Operations, Statistical Process Control, Safety Audit, Safety Compliance, Regulatory Compliance, Continuous Improvement, Legal Reasoning, Public Relations, SQR Performance, Training, Critical Thinking, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Research Emerging Trends, Team Building, GxP Compliance, cGMP, HACCP	32324	2541	228
Site	III	Human Resources Manager	Human Resources Manager	Human Resource Management, Process Management, Strategic Planning, Workforce Planning, Organizational Development, Process Innovation, Strategic Talent Sourcing, Leadership Development, KOL Leadership, Project Management, Confidential Communication, Critical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Social Perceptiveness, Team Building, Consulting, Negotiation	33914	2526	306
Site	I	Quality Control Inspector	Food Inspector	Critical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Attention to Detail, MS Excel, Quality Control Analysis, Inspection Systems, Policy Adherence, Inventory Management, Warehouse Operations, Safety Compliance, Technical Documentation, Accuracy, Accountability	4206	189	121
Site	III	Tax Asset Manager	Tax Manager	Accounting, Account Reconciliation, Account Analysis, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Technical Writing, Negotiation, Collaboration, Critical Thinking	21188	1314	1372
Site	IV	Chief Executive	Chief Operating Officer	Leadership, Business Management, Business Strategy, Articulate Technical Information, Management of Material Resources, Managerial Accounting, Data Visualization, Negotiation, Complex Problem Solving, Analytical Thinking, Team Building, Ethical Compliance	35164	2228	1574
Site	III	Product Manager	Senior Product Manager	Product Management, Product Development, Product Strategy, Product Design, Project Management, Complex Problem Solving, Judgment and Decision Making, Marketing Coordination, Critical Thinking, Software Development, UI Testing, Manage Cyber Security Threats	25960	2296	1384
Site	II	Technical Program Manager	Memory Technical Program Manager	Systems Architecture, Electrical Engineering, Product Design, Product Development, Articulate Technical Information, Quality Control Analysis, Technical Risk Assessment, Documentation, Analytical Thinking, Prototyping, Customer Relations, Teamwork	7882	187	782

(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.