Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Chief Executive	Chief Financial Officer	Accounting, Financial Analysis, Managerial Finance, Accounting Information Systems, Management of Personnel Resources, Procurement, Analytical Thinking, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Accountability, Ethical Compliance	41865	2025	2161
Site	III	Data Engineer	Product Owner	Data Modeling, Data Analysis, Product Evaluation, Internal Collaboration, Data Governance, Product Design Strategy, Agile Methodology, Data Verification, Complex Problem Solving, Analytical Thinking, Articulate Technical Information, Fault Incident Response, Judgment and Decision Making, Digital Compliance, Attention to Detail, Data Science, Technology Leadership, Negotiation, Product Discovery	33914	2920	512
Site	II	Compliance Officer	Compliance Specialist	Ethical Compliance, Training, Content Management, Process Modeling, Learning Techniques, Technical Writing, Attention to Detail, MS Office, Time Management, Negotiation, Critical Thinking	7192	145	1635
Site	I	Education Administrator, Postsecondary	Education Coordinator	Project Coordination, Event Planning, Critical Thinking, Team Building, Training, Content Management, Social Perceptiveness, Community Outreach, Organization, Scheduling, Collaboration, Ethical Compliance	3393	131	1716
Site	III	Cybersecurity Engineer	iSOC Security Engineer	System Verification Strategy, Manage Cyber Security Threats, User Access Management, Network Security Audit, Cloud Infrastructure, Security Management Strategy, Security Incident Response, Cybersecurity Threat Modeling, Systems Cryptography, Data Monitoring, Digital Compliance, Policy Management, Database Security, Network Routing Protocols, Python, Perl, Ruby, Judgment and Decision Making, Analytical Thinking, Complex Problem Solving	38177	2746	471
Site	III	Data Scientist	Data Scientist	Data Science, MS Excel, SQL Programming, Spark, Python, R Programming, Tableau, Data Visualization, Predictive Modeling, Machine Learning, Statistical Analysis, Statistical Modeling, Analytical Thinking, Critical Thinking, Articulate Technical Information, Internal Collaboration, Complex Problem Solving, Attention to Detail, Applied Mathematics	35187	2700	69
Site	IV	Systems Engineer	Senior Systems Engineer	IT Infrastructure, System Monitoring, Systems Architecture, Observability, Splunk, Change Management, Project Coordination, Strategic Communications, Analytical Thinking, Attention to Detail, Complex Problem Solving, Judgment and Decision Making, Internal Collaboration, Dynatrace, Agile Methodology, Ansible, PowerShell, Python, ServiceNow, Terraform	42435	3106	28
Site	III	Data Scientist	Data Scientist	Data Analysis, Data Interpretation, Data Visualization, SQL Coding, Data Monitoring, Statistical Analysis, Quantitative Analysis, Articulate Technical Information, Financial Analysis, Analytical Thinking	20234	1549	1826
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	528
Site	III	Manufacturing Supervisor	Manufacturing Analyst	Quality Control Analysis, Process Engineering, Management of Personnel Resources, LEAN Manufacturing, Critical Thinking, Operations Monitoring, Troubleshooting, Teamwork, Time Management, MS Office	17943	1150	1627
Site	III	Financial Manager	Finance Manager	Accounting, Financial Analysis, Financial Reporting, Capital Budgeting Decisions, Forecasting, Predictive Modeling, Working Capital Management, Inventory Management, Analytical Thinking, Intuitive Problem Solving, Ethical Compliance, Mentoring, Team Building, MS Excel, Authorization for Expenditure , GAAP	29015	2175	523
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	23564	1678	707
Site	III	Supply Chain Analyst	Procurement Analyst	Payment Processing, Procurement, Account Auditing, Systems Deployment, Cost Accounting, User Training, Tax Compliance, Policy Adherence, Technical Support, Analytical Thinking, Microsoft Dynamics CRM, Intuitive Problem Solving, Report Writing, Attention to Detail, Hospitality Industry, BirchStreet, ReactorNet P2P, Salesforce Commerce Cloud, Power BI, Tableau	31306	3085	3
Site	II	Software Quality Assurance Analyst and Tester	Application Test Lead	Quality Control Analysis, Mongo DB, Oracle OSS, Software Testing, Troubleshooting, Technical Writing	3432	84	1961
Site	V	Device Design Engineer	Device Design Engineer	Device Engineering, Process Engineering, Systems Design, SOC Architecture, SOC Design, Complex Problem Solving, Articulate Technical Information, KOL Leadership, Novel Thinking, Mentoring, Research Emerging Trends, Team Building, Product Strategy, Analytical Thinking	42684	2338	1048
Site	III	AI Hardware Engineer	AI Hardware and Rack Verification Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, System Verification Strategy, Computer Verification, Computational Thinking, Quality Control Analysis, Automation Testing, Network Infrastructure, Complex Problem Solving, Python SV, Negotiation	25388	2482	979
Site	IV	Audience Strategy and Optimization Manager	Strategic Digital Audience Manager	Brand Marketing, Market Research Analysis, Marketing Strategy, Product Branding, Advertising, Quantitative Analysis, Marketing Leadership, Strategic Partnering, DSPs Analytics, HCP Branding, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Negotiation, Ethical Compliance	44902	2706	534
Site	III	Digital Merchandiser	Digital Merchandiser	Customer Acquisition, Merchandising, Product Lifecycle Management, Content Management, Digital Promotions, Product Accounting, Product Branding, A/B Testing, Google Analytics, KPI Analysis, Service Incident Response, Apparel Commerce, Critical Thinking, Judgment and Decision Making, Internal Collaboration, SME Communication, AOV Analysis, MS Excel, Quantum Metrics, Salesforce Commerce Cloud	30438	2587	400
Site	III	Product Marketing Manager	Product Menu Supervisor	Creative Thinking, Product Branding, Intuitive Problem Solving, Internal Collaboration, Food Marketing, Product Storytelling, New Product Introduction, Event Planning, Cost Accounting, Advertising Strategy, Culinary, Judgment and Decision Making, Team Building, Attention to Detail, Research Emerging Trends, Customer Analytics, Market Research Analysis	29715	2382	12
Site	I	Lawyer	Contract Attorney	Legal Analysis, Critical Thinking, Legal Research, Negotiation, Ethical Compliance, Judgment and Decision Making, Technical Writing, Complex Problem Solving, New Media Literacy, Attention to Detail, Verbal Communication	20425	1584	1798

(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.