Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Data Governance, Data Analysis, Network Infrastructure, Information Security Management, Analytical Thinking, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	22744	2167	1899
Site	II	Cost Accountant	Cost Accountant	Data Analysis, Financial Reporting, Accounting, Business Operations, Cost Accounting, Financial Analysis, Accounting Information Systems, ERP Systems, Analytical Thinking, Accountability, Accuracy, Articulate Technical Information, Attention to Detail, Intuitive Problem Solving, Ethical Compliance, Internal Collaboration	11172	155	651
Site	IV	Sales Strategy Manager	Sales Strategy Manager	Sales Leadership, Sales Strategy, Quantitative Analysis, Sales Forecasting, Business Operations, Management of Personnel Resources, Financial Modeling, Managerial Accounting, Quality Control Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Negotiation, Persuasion, Python, R Programming, SQL Programming, Tableau	44321	2866	900
Site	III	Data Engineer	Data Science Engineer	Data Analysis, Data Science, Product Design Strategy, Data Visualization, Quantitative Analysis, Rapid Prototyping, Research and Development, Machine Learning, Data Warehouse, Website Development, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Attention to Detail, Internal Collaboration, Azure Cloud, Android, iOS System	32387	2525	427
Site	IV	Data Scientist	Senior Data Scientist	Data Analysis, Data Interpretation, Forecasting, Quantitative Analysis, Strategic Planning, SQL Coding, Analytical Thinking, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Teamwork, MS Excel	34002	1674	1798
Site	II	Public Relations Manager	Data Center Policy Manager	Economic Analysis, Quantitative Analysis, Public Relations, Feasibility Assessments, Energy Systems Analysis, Environmental Engineering, Data Center Infrastructure, Analytical Thinking, Report Writing, Research Emerging Trends, Articulate Technical Information, Public Policy, Collaboration, Negotiation	7661	151	826
Site	II	Supply Chain Planner	Supply Chain Planner	Data Monitoring, SAP, DRP, Operations Management, Continuous Improvement, Logistical Planning, Strategic Partnering, Judgment and Decision Making, Complex Problem Solving, Analytical Thinking, Team Building, Negotiation, Data Analysis, RCCP, Scenario Analysis, Managerial Accounting, Supply Forecasting, Inventory Management, Technical Risk Assessment, Process Management	13005	280	520
Site	II	Industrial Engineer	Industrial Engineer	AutoCAD, Continuous Improvement, SQL Programming, Analytical Thinking, Complex Problem Solving, Judgment and Decision Making, Attention to Detail, Technical Documentation, Feasibility Assessments, Engineering Design, Scenario Analysis, Data Monitoring, Power BI, Internal Collaboration, SOPs/WIs, Mentoring, LMS Administration, Industrial Engineering, Regulatory Compliance	10195	226	540
Site	II	Software Product Manager	Software Product Manager	Product Management, Product Evaluation, Product Strategy, Video Conferencing, Market Research Analysis, Judgment and Decision Making, Collaboration, Persuasion, Internal Communication, Software Development, Critical Thinking	17880	1920	1318
Site	IV	Human Resources Manager	Human Resource Manager	Human Resource Management, Industrial Compliance, Leadership, Business Continuity Management, Regulatory Compliance, Business Operations, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Complex Problem Solving, Negotiation, Strategic Talent Sourcing, Management of Personnel Resources, Labor Relations, Employment Benefits Administration, Conflict Resolution, Risk Management, Process Management, MS Excel, Strategic Planning	43597	3241	29

(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.