Tier	Title	Position	Skills	Prior	Year 1	Views
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	3
Site	IV	Software Engineer	Senior Software Engineer	Software Application Lifecycle, System Design Strategy, Systems Architecture, Computer Science, Define System Requirements, SpringBoot, Agile Methodology, Business AI Applications, Analytical Thinking, Computational Thinking, Complex Problem Solving, Internal Collaboration, HTML 5, Java, SQL Programming, JIRA, JS Angular, Kubernetes, OpenShift, SOAP	40692	2869	30
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	390
Site	IV	Data and Insights Manager	Data Science and Analytics Manager	Data Analysis, Predictive Modeling, Data Governance, Critical Thinking, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Research Emerging Trends, Machine Learning, KOL Leadership, Team Building, Business Operations, Judgment and Decision Making, Process Modeling, Managerial Accounting, Tableau, Python, Business Strategy	47517	2839	45
Site	III	Product Analytics Engineer	Data Engineer	Data Monitoring, Data Visualization, Process Modeling, Quantitative Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Internal Communication, SQL Programming, ETL, Python, Scala, C Programming, Mentoring, Product Development, Technology Leadership	27933	2798	359
Site	III	Manager Talent Development	Strategic Initiatives Management Analyst	Business Management, Business Storytelling, MS Excel, Tableau, SME Communication, Internal Collaboration, Data Governance, Data Analysis, Data Visualization, Strategic Sourcing, Strategic Planning, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Attention to Detail, Human Resource Management, Ethical Compliance, Negotiation	34169	2782	21
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	343
Site	IV	Regulatory Reporting Controller	Regulatory Reporting Manager	Risk Management, Project Management, Data Governance, Leadership, MS Excel, Technical Documentation, Internal Collaboration, Negotiation, Team Building, Management of Personnel Resources, Managerial Accounting, Evaluate Performance, Data Warehouse, Quality Control Analysis, Regulatory Compliance, Critical Thinking, Judgment and Decision Making, Complex Problem Solving, Credit Systems	40764	2769	24
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	195
Site	III	Database Architect	Database Architect	Database Design, Data Interpretation, Quality Control Analysis, Project Management, Analytical Thinking, Critical Thinking, MS SQL Server, SQL Programming, Intuitive Problem Solving	19025	2752	1299

(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.