Tier	Title	Position	Skills	Prior	Year 1	Views
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	500
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	510
Site	III	Database Architect	Chief Database Architect	Database Design, Database Systems Knowledge, Cloud Computing, Leadership, Analytical Thinking, Complex Problem Solving, Accountability, SQL Programming, MS SQL Server, Java, Mongo DB	20425	1403	2079
Site	III	Economist	Economic Analyst	Business Strategy, Economic Analysis, Quantitative Analysis, Accounting, Financial Analysis, Data Visualization, Data Analysis, Articulate Technical Information, Public Policy, Research Information, MS Excel, Analytical Thinking, Complex Problem Solving	27424	1853	1775
Site	V	Manager Talent Development	Talent Management Supervisor	Organizational Development, Strategic Planning, Strategic Talent Sourcing, Evaluate Performance, Business Management, Business Operations, Management of Personnel Resources, KOL Leadership, Project Management, Continuous Improvement, Succession Planning, Critical Thinking, Complex Problem Solving, Articulate Technical Information, Judgment and Decision Making, Team Building, Ethical Compliance, Internal Collaboration, Social Perceptiveness	56340	2301	524
Site	III	Enterprise Strategy Consultant	Strategy Consultant	Strategic Planning, Business Strategy, Predictive Modeling, Feasibility Assessments, Managerial Accounting, Business AI Applications, Critical Thinking, Analytical Thinking, Novel Thinking, Negotiation, Ethical Compliance, New Media Literacy, Agile Methodology	22588	1695	1867
Site	V	Machine Learning Engineer	Performance and Scalability Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Cloud Infrastructure, ML Fault Tolerance, GPU Architecture, Automation Testing, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Kubernetes, C Programming, Python, ONNX, TensorRT, Nsight, PyTorch	55767	2354	751
Site	IV	Information Technology Manager	AV IT Manager	AV Coordination, IT Infrastructure, Technical Risk Assessment, AV Collaboration Systems, Cost Accounting, Process Management, Service Incident Response, Technical Support, Vendor Management, Project Management, Continuous Improvement, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Video Conferencing, Attention to Detail, SLA Adherence, Adobe Media Encoder, Adobe Premiere Pro, Microsoft Teams	42145	3425	373
Site	I	Environmental Engineer	Environmental Engineer	Environmental Engineering, Data Analysis, Data interpretation, Creative Thinking, Intuitive Problem Solving, Attention to Detail, Report Writing	4004	130	1736
Site	III	Buyer and Purchasing Agent	Senior Replenishment Buyer	Cost Accounting, Inventory Management, Logistical Planning, Procurement, Vendor Management, Financial Reporting, Managerial Accounting, Supply Chain Leadership, Analytical Thinking, Supply Forecasting, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Conflict Resolution, Internal Collaboration, Negotiation, Time Management, Training, MS Excel	34678	2876	510

(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.