Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Marketing Manager	Marketing Analytics Manager	Analytical Thinking, Marketing Analysis, Market Research Analysis, Business Intelligence Tools, Business Management, Business Intelligence Reporting, SQL Coding, Power BI, Tableau, Looker, Test and Learn, Process Experimentation, Marketing Campaigning, Marketing Strategy, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Quantitative Analysis, Internal Collaboration, PPC Campaigns	34869	3098	168
Site	III	Commercial and Land Advisor	Commercial and Land Advisor	Critical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Negotiation, Attention to Detail, GIS, Land Systems, Public Relations, Land Deal Making, BLM, Advocacy, Persuasion, Business Strategy, Contract Lifecycle Management , Contract Administration, Risk Analysis, Regulatory Compliance, Legal Reasoning, Accountability, Financial Analysis	32578	3117	193
Site	III	Software Engineer	Software Engineer	JIRA, Software Application Lifecycle, API Development, Kubernetes, Python, SpringBoot, OpenShift, ServiceNow, Agile Methodology, Technology Design, Technology Leadership, Define System Requirements, Vendor Management, Mentoring, System Design Strategy, Quality Control Analysis, User Access Management, Analytical Thinking, Intuitive Problem Solving, Internal Collaboration	31306	3130	181
Site	III	Ecommerce Brand Manager	Ecommerce Manager	Analytical Thinking, Intuitive Problem Solving, Data Monitoring, Data Interpretation, E Commerce, Digital Communication Strategy, Measure Digital Engagement, SEO Analytics, Management of Personnel Resources, SME Communication, Amazon Seller Central, Sales Strategy, Sales Forecasting, CPG Industry, Internal Collaboration, Research Emerging Trends, Reputation Management, Judgment and Decision Making, Customer Relations, Product Branding	33596	3153	183
Site	III	Financial Analyst	Senior Financial Analyst	Financial Analysis, CPG Industry, SAP, Tableau, Product Pricing Analysis, MS Excel, Business Intelligence Tools, Financial Modeling, Data Analysis, Quantitative Analysis, Articulate Technical Information, Complex Problem Solving, Analytical Thinking, Internal Collaboration, Accounting, Financial Reporting, Financial Forecasting, Market Research Analysis, Scenario Analysis, Product Pricing Strategy	37159	3157	159
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	312
Site	V	Data Scientist	Senior Data Scientist	Complex Problem Solving, Data Governance, Data Analysis, Machine Learning, TensorFlow, Numpy, Python, Pandas, Power BI, Azure Databricks, Agile Methodology, Forecasting, Business Strategy, Analytical Thinking, Articulate Technical Information, Attention to Detail, Model Explainability Techniques, Predictive Modeling, Statistical Analysis, Machine Learning Lifecycle	57567	3243	177
Site	IV	Supply Chain Planner	Supply Chain Program Lead	Logistical Planning, Change Management, Policy Adherence, Program Design, Program Management, Strategic Sourcing, Cost Accounting, Scenario Analysis, KPI Analysis, Risk Management, Industrial Compliance, Strategic Partnering, Supply Chain Leadership, Analytical Thinking, Complex Problem Solving, Judgment and Decision Making, Accountability, Conflict Resolution, Mentoring, Oil and Gas Industry	49117	3260	179
Site	III	Accountant	Senior Accountant	Accounting, GAAP, GxP Compliance, Project Accounting, CPG Industry, Attention to Detail, Accountability, Intangible Assets, Financial Valuation, Trend Analysis, Account Auditing, SOX Control Design, Technical Documentation, Analytical Thinking, Judgment and Decision Making, Internal Collaboration, Intuitive Problem Solving, Ethical Compliance, Financial Analysis	33914	3312	167
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	151

(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.