Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	General Counsel Attorney	Legal Counsel	Legal Analysis, Legal Counseling, Communication Strategy, Contract Lifecycle Management , Contract Writing, Policy Adherence, Regulatory Compliance, Legal Leadership, Real Estate, Business Management, Critical Thinking, Analytical Thinking, Articulate Technical Information, Conflict Resolution, Judgment and Decision Making, Complex Problem Solving, Negotiation, Accountability, Attention to Detail, Internal Collaboration	45050	3463	23
Site	III	Pricing Analyst	Price Administration and Analysis Manager	Contract Lifecycle Management , Cost Accounting, Pricing Systems, Vendor Management, Account Auditing, Optimization Strategies, Product Pricing Analysis, eProcurement, ERP AP, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Attention to Detail, Negotiation, Internal Collaboration, MS Excel, Hospitality Industry, Power BI, Tableau	32133	3018	24
Site	IV	Product Manager	Loyalty Member Experience and Products Manager	MS Excel, Judgment and Decision Making, Internal Collaboration, Critical Thinking, Negotiation, Attention to Detail, Customer Relations, Hospitality Industry, Define Requirements, Product Design Strategy, Product Storytelling, Optimization Strategies, Digital Communication Strategy, Program Design, Social Perceptiveness, SME Communication, Risk Management, Fraud Detection, Regulatory Compliance, Managerial Accounting	46793	2831	24
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	Product Manager	Product Category Manager	Procurement, Business Operations, Strategic Sourcing, Judgment and Decision Making, Critical Thinking, Attention to Detail, Conflict Resolution, Accountability, Vendor Management, Risk Management, Policy Adherence, Cost Modeling, Trend Analysis, Research Emerging Trends, Business Continuity Management, Operations Monitoring, Regulatory Compliance, Internal Collaboration, Complex Problem Solving, Articulate Technical Information	39195	2568	31
Site	II	Information Technology Manager	Market Information Technology Manager	Business Operations, IT Infrastructure, Digital Compliance, Asset Resource Management, Policy Adherence, Managerial Accounting, CAPX Analysis, Project Management, Procurement, Service Incident Response, Vendor Management, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Internal Collaboration, Accountability, Customer Service, Hospitality Industry	10035	201	32
Site	IV	Data Engineer	Senior Data Engineer	Data Governance, Data Modeling, Database Security, Data Monitoring, Digital Compliance, Fault Incident Response, Technology Leadership, API Development, Analytical Thinking, Microsoft Power Platform, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, SME Communication, Business Intelligence Reporting, MS Fabric, Power BI, Power Automate, SQL Coding, SOPs/WIs	43307	3293	33
Site	II	Marketing Manager	Field Marketing Manager	Marketing Strategy, Advertising Strategy, Cost Accounting, Marketing Campaigning, Marketing Programs, Product Branding, Copywriting, E Commerce, Digital Auditing, KPI Analysis, SEO Optimization, Critical Thinking, Internal Collaboration, SME Communication, Intuitive Problem Solving, Judgment and Decision Making, Negotiation, Report Writing, Hospitality Industry, MS Excel	11945	241	43
Site	IV	Product Manager	Product Manager	B2B Sales, Product Design Strategy, Product Lifecycle Management, Market Research Analysis, Payment Processing, API Development, Design Leadership, Critical Thinking, Complex Problem Solving, Conceptual Problem Solving, Judgment and Decision Making, Persuasion, Internal Collaboration, Negotiation, Team Building, OAUTH, OpenAPI, REST API, SAFe	42507	2673	62
Site	V	BIM Manager	Senior BIM Manager	Revit, MS SQL Server, SQL Programming, Tableau, Power BI, Navisworks, Civil 3D, BIM/CDE Standards, Critical Thinking, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Negotiation, Accountability, Process Management, Project Coordination, Continuous Improvement, Continuous Auditing, Safety Compliance, Managerial Accounting	45468	2667	64
Site	II	Senior Pricing Analyst	Global Pricing Advisor	Articulate Technical Information, MS Excel, Team Building, Project Coordination, Negotiation, Attention to Detail, Judgment and Decision Making, Critical Thinking, Analytical Thinking, Financial Modeling, Conceptual Problem Solving, Persuasion, Internal Collaboration, Product Pricing Analysis, Product Pricing Strategy, Contract Administration, B2B Sales, Payment Processing, Quantitative Analysis, Data Visualization	12077	263	64
Site	IV	Commercialization Manager	Agentic Commerce Manager	AI Applications, Business Management, Data Governance, Market Research Analysis, Product Design Strategy, Strategic Partnering, Strategic Planning, Business Storytelling, Data Visualization, Quantitative Analysis, Technology Leadership, Project Management, Critical Thinking, Analytical Thinking, Creative Problem Solving, Articulate Technical Information, Judgment and Decision Making, Alteryx, Business Intelligence Reporting, Tableau	53765	2906	67
Site	IV	Project Manager	PMIS Manager	Business Intelligence Tools, Program Management, Critical Thinking, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, KOL Leadership, PMIS Systems, Process Modeling, Data Governance, Data Visualization, Primavera P6, Define System Requirements, User Access Management, SME Communication, Business Analysis, Internal Collaboration, Power BI	44831	2817	67
Site	IV	Transportation Engineer	Transportation Engineer	AutoCAD, Civil Engineering, Engineering Design, Analytical Thinking, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Articulate Technical Information, Critical Thinking, BRT/LRT Standards, Project Forecasting, Project Accounting, Cost Accounting, Sales Bidding, PSE Package, Engineering Drawing, Technical Documentation, Accountability, Engineering Management, Regulatory Compliance	50279	2863	67
Site	III	Business Systems Analyst	Reporting & Analytics Business Analyst	Power BI, MS Excel, Fintech Industry, Judgment and Decision Making, Analytical Thinking, Articulate Technical Information, Attention to Detail, Business Intelligence Tools, Financial Analysis, Data Governance, Business Intelligence Reporting, User Acceptance Testing, Data Analysis, SME Communication, SQL Programming, Python, Conceptual Problem Solving, UI Design, Tableau, Business Management	36905	3078	68
Site	IV	Software Engineer	Lead Software Engineer	Java, SpringBoot, Amazon AWS, Cloud Infrastructure, Computational Thinking, OOA/OOD, System Design Strategy, Jenkins, Automation Testing, Technology Leadership, SCRUM, Systems Design, Engineering Management, CI/CD, Internal Collaboration, Hibernate, Judgment and Decision Making, Analytical Thinking, Complex Problem Solving, ORM Frameworks	44759	2974	68
Site	V	Data Scientist	Lead Data Scientist	Data Science, Data Analysis, Spark, Predictive Modeling, Machine Learning, Data Interpretation, Data Visualization, Technology Leadership, CRISP-DM, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Natural Language Processing, Numpy, Business Operations, Python, R Programming, TensorFlow, Hadoop	56913	3054	69
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	General Counsel Attorney	Merger and Acquisition Legal Counsel	Intellectual Property, Critical Thinking, Judgment and Decision Making, Analytical Thinking, Articulate Technical Information, Negotiation, Complex Problem Solving, Conflict Resolution, Regulatory Compliance, Merger and Acquisitions, Contract Lifecycle Management , Contract Administration, Technical Risk Assessment, Policy Adherence, Legal Leadership, Attention to Detail, Accountability, SME Communication, Feasibility Assessments, Internal Collaboration	46793	3163	69
Site	IV	Human Resources Manager	Human Resource Manager	Human Resource Management, Industrial Compliance, Leadership, Business Continuity Management, Regulatory Compliance, Business Operations, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Complex Problem Solving, Negotiation, Strategic Talent Sourcing, Management of Personnel Resources, Labor Relations, Employment Benefits Administration, Conflict Resolution, Risk Management, Process Management, MS Excel, Strategic Planning	43597	3241	69

(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.