Tier	Title	Position	Skills	Prior	Year 1	Views
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	193
Site	V	Tax Accounting Manager	Global Accounting Manager	Tax Accounting, Tax Compliance, Financial Analysis, Financial Reporting, SAP, MS Excel, Alteryx, Power BI, Tax Strategy, Regulatory Compliance, Accounting, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Accountability, Analytical Thinking, Critical Thinking, Articulate Technical Information, Continuous Improvement	58302	2665	170
Site	III	Software Engineer	Senior Software Engineer	R Programming, Power BI, UX Design, C#, PowerShell, Python, NodeJS, SQL Coding, Attention to Detail, Intuitive Problem Solving, Accuracy, Accountability, Manufacturing Operations, Data Visualization, Software Development, Internal Collaboration, Analytical Thinking, Critical Thinking, Cross Cultural Communication	32642	2664	176
Site	V	Human Resource Technology Lead	Global HR Technology Leader	Workday, Project Management, Merger and Acquisitions, Human Resource Management, Management Information Systems, Systems Architecture, Regulatory Compliance, Policy Management, Managerial Accounting, Technology Leadership, Strategic Talent Sourcing, Vendor Management, Business Strategy, Articulate Technical Information, Judgment and Decision Making, Internal Collaboration, Critical Thinking, Complex Problem Solving, Technology Strategy, Change Management	62145	2431	180
Site	IV	Information Technology Auditor	Senior IT Auditor	SAP, SAP GRC, SOX Control Design, Digital Auditing, Account Auditing, Linux, SQL Programming, Windows OS, Auditboard, Research Emerging Trends, Articulate Technical Information, Internal Collaboration, Complex Problem Solving, Attention to Detail, Analytical Thinking, Judgment and Decision Making, Regulatory Compliance, ERP Risk Management, Report Writing, Policy Management	42435	2893	182
Site	III	Business Development Manager	Corporate Development Manager	Financial Analysis, Financial Modeling, Merger and Acquisitions, Financial Valuation, Economic Analysis, Complex Problem Solving, Market Research Analysis, Negotiation, Business Management, Regulatory Compliance, Strategic Partnering, Business Strategy, Risk Analysis, Process Modeling, Policy Management, Analytical Thinking, Critical Thinking, Articulate Technical Information, Judgment and Decision Making, Attention to Detail	41740	3087	176
Site	III	Equipment Reliability Engineer	Reliability Engineer	Mechanical Engineering, Judgment and Decision Making, Intuitive Problem Solving, Process Engineering, Data Analysis, Manufacturing Operations, Quality Control Analysis, Process Safety Management, Equipment Maintenance, Analytical Thinking, SME Communication, Safety Compliance, Research Emerging Trends, Attention to Detail, Accountability	26279	2690	177
Site	IV	Environmental Health and Safety Specialist	Environmental Health Specialist	Project Management, Environmental Engineering, Safety Compliance, Regulatory Compliance, EHS Science, Research and Development, Complex Problem Solving, Analytical Thinking, Judgment and Decision Making, Chemistry, Data Monitoring, Data Analysis, Policy Adherence, Legal Reasoning, Safety Leadership, Manufacturing Operations, Negotiation, Articulate Technical Information, Accountability	44250	2341	187
Site	III	Product Marketing Analyst	Marketing Analyst	B2B Marketing, Product Branding, Customer Analytics, Market Research Analysis, Marketing Strategy, Content Creation, Marketing Campaigning, Customer Acquisition, Data Monitoring, Product Storytelling, Trend Analysis, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Customer Relations, Internal Collaboration	34550	2374	180
Site	III	Controls Engineer	Process Control Engineer	Manufacturing Automation, Manufacturing Operations, Materials Engineering, Process Safety Management, Safety Compliance, Safety Audit, Safety Instrumented Functions, DCS Architectures, Troubleshooting, Leadership, Capital Budgeting Decisions, Managerial Accounting, Technical Documentation, Process Hazards Analysis, Root Cause Analysis, Policy Training, Critical Thinking, Judgment and Decision Making, Intuitive Problem Solving	31115	2707	198

(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.