Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Marketing Manager	Marketing Program Group Manager	Marketing Leadership, Project Management, Marketing Strategy, Process Management, Creative Thinking, Analytical Thinking, Team Building, Business Management, Business Storytelling, Marketing Campaigning, Mentoring, Managerial Accounting, Articulate Technical Information, Judgment and Decision Making, Accountability, JIRA, MS Excel	61734	1954	703
Site	III	Industrial Production Manager	Food Production Manager	Manufacturing Operations, Managerial Accounting, Critical Thinking, Judgment and Decision Making, Management of Personnel Resources, Leadership, QRMP Audit, Policy Adherence, Policy Training, cGMP, SOPs/WIs, Cost Accounting, Labor Audits, Scheduling, Project Coordination, Analytical Thinking, Complex Problem Solving, Vendor Management, Regulatory Compliance, Safety Compliance	31815	3087	374
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Complex Problem Solving, Project Management, Compliance, Leadership, Management of Personnel Resources, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Judgment and Decision Making	24370	1606	1745
Site	III	Data Scientist	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Process Modeling, Complex Problem Solving, Analytical Thinking, Statistical Analysis, Data Center Infrastructure, Forecasting, Feasibility Assessments, Research Emerging Trends, Machine Learning, Mentoring	27869	2774	978
Site	II	ECommerce Analyst	Ecommerce Analyst	Customer Acquisition, E Commerce, Marketing Analysis, Sales Forecasting, Google Analytics, KPI Analysis, Process Management, Project Coordination, Analytical Thinking, Accuracy, Articulate Technical Information, Intuitive Problem Solving, Report Writing, SME Communication, Attention to Detail, Quantum Metrics, Alteryx, MS Excel, Power BI, Tableau	9560	251	358
Site	II	Automated Inspection Engineer	Automated Inspection Engineer	Mechanical Engineering, Process Engineering, Image Processing, Optics Engineering, Inspection Systems, Manufacturing Operations, Analytical Thinking, Attention to Detail, Safety Compliance, Cognex MV, Physics, Zebra MV, Collaboration, Judgment and Decision Making, AI Applications, Intuitive Problem Solving	9980	223	550
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	949
Site	I	Business Analyst	Business Systems Analyst	Business Analysis, Business Operations, Data Monitoring, Data Visualization, Process Modeling, Database Systems Knowledge, Project Management, Analytical Thinking, Articulate Technical Information, Problem Solving, Visio	4224	99	1861
Site	III	Financial Analyst	Financial Planning Analyst	Attention to Detail, Financial Analysis, Financial Reporting, Financial Modeling, Strategic Planning, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Product Lifecycle Management, Creative Thinking, ERP Systems, MS Excel, Financial Accounting, Financial Forecasting, Data Interpretation, Data Analysis, Business Management, KPI Analysis, Trend Analysis	40213	2776	366
Site	III	Programmatic Media Advertising Manager	Advertising Manager	Data Monitoring, Marketing Strategy, Programmatic Advertising, Supply Path Optimization, Cost Accounting, Digital Inventory Management, Strategic Sourcing, Advertising, Media Procurement, Quantitative Analysis, Sustainability Frameworks, Digital Compliance, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Collaboration, Negotiation, Team Building, HCP Branding	35441	3094	611

(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.