Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	1371
Site	V	AI Software Engineer	GenAI Technology Engineer	GenAI, Analytical Thinking, Complex Problem Solving, Critical Thinking, Judgment and Decision Making, AI Applications Design, Technology Leadership, Negotiation, Internal Collaboration, PyTorch, Java, SpringBoot, Python, Systems Architecture, Golang, TensorFlow, Javascript, LLM Design, Risk Management, Engineering Management	47430	2977	566
Site	V	Banker	VP Banker	Financial Analysis, Risk Management, Business Management, Quantitative Analysis, Funds Transfer Pricing, Financial Forecasting, Financial Accounting, Cash Management, Public Relations, Public Policy, Commodity Management, Capital Budgeting Decisions, Articulate Technical Information, Complex Problem Solving, Critical Thinking, Analytical Thinking, Judgment and Decision Making, Negotiation, Attention to Detail, Regulatory Compliance	62472	2990	600
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	68
Site	V	Biological Scientist	Senior Scientist	Biocomputational Engineering, Biology, Bioprocess Design, LLM Design, Machine Learning, Cloud Computing, Novel Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Continual Learning, Collaboration, Python	42684	1594	1695
Site	V	Brand Quality Manager	Quality Manager	Product Development, Apparel Design, Process Engineering, Quality Control Analysis, Quantitative Analysis, Analytical Thinking, Product Testing, Articulate Technical Information, SME Communication, Judgment and Decision Making, KOL Leadership, New Product Introduction, Internal Collaboration, Intuitive Problem Solving, Critical Thinking, Negotiation, Attention to Detail, Risk Management, Regulatory Compliance, Root Cause Analysis	62472	2711	406
Site	V	Business Operations Specialist	Business Operations Manager	Business Management, Leadership, Complex Problem Solving, Collaboration, Product Strategy, Quantitative Analysis, Market Research Analysis, Market Strategy, Critical Thinking, Creative Thinking, Judgment and Decision Making	42273	1487	1740
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	2172
Site	V	Chief Executive	Chief Marketing Officer	Strategic Planning, Capital Budgeting Decisions, Management of Personnel Resources, Market Research Analysis, Marketing Strategy, Product Strategy, Creative Thinking, Critical Thinking, Team Building, Judgment and Decision Making	38430	1608	1871
Site	V	Data Governance Director	Data Manager	Database Systems Knowledge, Data Science, Data Monitoring, Data Interpretation, Process Modeling, Ethical Compliance, Collaboration, Negotiation, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Accuracy	41865	2298	1796
Site	V	Data Governance Director	Data Architect and Governance Lead	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis, Technology Leadership, Manage Cyber Security Threats, Contract Administration, Data Warehouse, Digital Compliance, SQL Programming, Systems Architecture, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Amazon AWS, Critical Thinking	57402	1613	685
Site	V	Data Governance Director	Data Architecture Director	Judgment and Decision Making, Critical Thinking, Articulate Technical Information, Amazon AWS, ETL, API Development, KOL Leadership, Cloud Infrastructure, Data Lifecycle Management, ERP Systems, Data Governance, Engineering Management, Feasibility Assessments, Data Modeling, Digital Compliance, Business Management, Hospitality Industry, Internal Collaboration, Complex Problem Solving, Analytical Thinking	56259	3434	28
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	400
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	78
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	1053
Site	V	Digital Content Manager	Health Information Manager	Applied Science, Management Information Systems, Project Management, Multitasking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Verbal Communication, Content Management, New Media Literacy, Customer Relations	35979	1614	1526
Site	V	Digital Product Manager	Technical Product Manager	Project Management, Program Management, Stakeholder Management, Strategic Communications, JIRA, SCRUM, Confluence, App Deployment, Asset Resource Management, Risk Management, Continuous Improvement, Technical Documentation, Strategic Planning, Trend Analysis, Policy Adherence, Fault Incident Response, KPI Analysis, Program Design, Scenario Analysis, Critical Thinking	50046	3198	29
Site	V	Director Life Cycle Management	Supply Chain Manager	Logistical Planning, Process Engineering, Strategic Planning, Supply Chain Leadership, Managerial Accounting, Business Operations, Business Strategy, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Team Building, Negotiation	44727	1711	1665
Site	V	Director Personnel Management	Hr Director	Human Resource Management, Organizational Development, Management of Personnel Resources, Strategic Planning, Data Monitoring, Leadership, Project Management, Creative Thinking, Critical Thinking, Collaboration	33525	1706	1672
Site	V	Director Personnel Management	Workforce Solutions Director	Organizational Development, Leadership Development, Strategic Planning, Critical Thinking, Judgment and Decision Making, Negotiation, Conflict Resolution, Articulate Technical Information, Strategic Talent Sourcing, KOL Leadership, Internal Collaboration, Conceptual Problem Solving, Stakeholder Management, Business Management, Human Resource Management, Ethical Compliance, Continuous Improvement, Program Management, Business Storytelling, Social Perceptiveness	62145	2825	13

(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.