Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Network and Computer Systems Administrator	System Administrator	Amazon AWS, Network Infrastructure, Operating Systems Management, Attention to Detail, Project Management, Complex Problem Solving, Systems Administration, Analytical Thinking	16289	1747	1819
Site	IV	Database and Network Architect	Data Architect	Database Design, Construct Data Structures, Data Monitoring, Database Systems Knowledge, Logistical Planning, Process Modeling, Cloud Computing, Cloud Databases, MySQL, Information Security Management, Analytical Thinking, Complex Problem Solving, Team Building, MS SQL Server, SQL Coding	38145	1748	1945
Site	III	Principal Accounting Advisor	Accounting Coordinator	Accounting, Account Management, Managerial Finance, Business Operations, Account Auditing, Account Analysis, Financial Reporting, Leadership, Financial Analysis, Accuracy, Ethical Compliance, Technical Writing	22652	1749	1376
Site	III	Project Manager	Brand Project Manager	Project Management, Intuitive Problem Solving, MS Excel, Project Forecasting, SME Communication, Risk Management, Managerial Accounting, Asset Resource Management, Product Branding, Team Building, Vendor Management, Critical Thinking, Judgment and Decision Making, Accountability, Business Operations	28060	1781	509
Site	V	Supply Chain Manager	Supply Chain Management	Logistical Planning, Strategic Sourcing, Strategic Planning, Managerial Accounting, Forecasting, Risk Management, Operations Management, Inventory Management, Continuous Improvement, Data Monitoring, Complex Problem Solving, Analytical Thinking, Judgment and Decision Making	47670	1787	1643
Site	III	Information Technology Strategy Consultant	Information Technology Director	Business Development, Leadership, Business Management, Product Branding, Continuous Improvement, Project Coordination, AI Applications, Cybersecurity Threat Modeling, Critical Thinking, Novel Thinking, Sales, Customer Relations, Negotiation, Research Emerging Trends, Team Building, Intuitive Problem Solving	27488	1798	779
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	952
Site	V	Information Technology Manager	Information Technology Manager	Business Management, IT Infrastructure, Strategic Planning, Technology Leadership, Evaluate Performance, Process Management, Cost Accounting, Project Management, Technical Documentation, Agile Methodology, Critical Thinking, Complex Problem Solving, Internal Collaboration, Judgment and Decision Making, SCRUM	47181	1809	742
Site	IV	Ecommerce Technical Analyst	Senior Ecommerce Analyst	E Commerce, Digital Compliance, Vendor Management, Fraud Detection, Define System Requirements, Technical Support, Contract Administration, Risk Management, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Security Management Strategy, Payment Processing, Salesforce Commerce Cloud , Adyen, Forter, Curalate	40035	1816	727
Site	III	Marketing Manager	Marketing Data Analyst	Data Governance, Marketing Strategy, Quality Control Analysis, Organizational Development, Data Monitoring, Technology Leadership, Digital Compliance, Agile Methodology, Analytical Thinking, Critical Thinking, Internal Communication, Data Analysis, Ethical Compliance, SQL Programming, Azure Databricks	31878	1816	742
Site	IV	Chemistry Teacher, Postsecondary	Chemistry Professor	Chemistry, Biochemistry, Clinical Research, Grant Writing, Articulate Technical Information, Technical Writing, Teaching, Lecturing, Analytical Thinking, Complex Problem Solving	24849	1833	1712
Site	III	Economist	Economic Analyst	Business Strategy, Economic Analysis, Quantitative Analysis, Accounting, Financial Analysis, Data Visualization, Data Analysis, Articulate Technical Information, Public Policy, Research Information, MS Excel, Analytical Thinking, Complex Problem Solving	27424	1853	1805
Site	III	Business Growth Consultant	Business Intelligence Consultant	Business Strategy, Data Monitoring, Quantitative Analysis, Data Interpretation, Financial Analysis, Statistical Analysis, Project Management, Analytical Thinking, Intuitive Problem Solving, Internal Communication, New Media Literacy, Persuasion, R Programming	22843	1870	1534
Site	III	Data Analytics Lead	Senior Data Analyst	Data Analysis, Data Interpretation, Conceptual Problem Solving, Logistical Planning, Mathematics, Construct Data Structures, Project Management, Analytical Thinking, Python, R Programming, Azure Machine Learning, LEAN Manufacturing, MS SQL Server, Tableau	23034	1871	1693
Site	III	Life Scientist	Senior Consultant	Data Interpretation, Data Monitoring, Data Science, Data Visualization, Statistical Analysis, Database Systems Knowledge, Analytical Thinking, Complex Problem Solving, Ethical Compliance, Infor, Workday	20425	1872	1953
Site	IV	Manager Corporate Strategy	Strategy Manager	Critical Thinking, Analytical Thinking, Articulate Technical Information, Data Analysis, Judgment and Decision Making, Complex Problem Solving, Business Management, Business Operations, Internal Collaboration, Negotiation, Project Management, Technology Leadership, Strategic Planning, Strategic Partnering, Market Strategy, Operations Monitoring, Research Emerging Trends	46717	1876	596
Site	III	Information Technology Auditor	Senior IT Auditor	Managerial Accounting, Digital Auditing, Risk Management, Cloud Infrastructure, Digital Compliance, ERP Systems, Regulatory Compliance, Technical Documentation, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Ethical Compliance, SME Communication, Conflict Resolution, Python, PeopleSoft, SAP	27055	1893	519
Site	IV	Business Development Manager	Business Development Director	Business Development, Business Strategy, Forecasting, Merger and Acquisitions, Product Strategy, Financial Analysis, Complex Problem Solving, Judgment and Decision Making, Negotiation, Customer Relations, Critical Thinking	32040	1900	1702
Site	III	Human Resource Document Manager	Document Control Manager	Training, Collaboration, Mentoring, Ethical Compliance, Data Monitoring, Content Management, Leadership, Analytical Thinking, Judgment and Decision Making, Team Building, Human Resource Management, Management of Personnel Resources	19089	1909	1506
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	1361

(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.