Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	28377	2339	190
Site	IV	Chief Security Architect	Security Architect	IT Security, Manage Cyber Security Threats, Systems Evaluation, Cloud Computing, Cloud Databases, Leadership, Articulate Technical Information, Verbal Communication, Analytical Thinking	19517	2341	1351
Site	V	Technical Program Manager	Data Program Manager	Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Technology Leadership, Research Emerging Trends, Negotiation, Data Governance, Project Management, Policy Management, Managerial Accounting, Systems Architecture, Business Management, Business Operations, Management of Personnel Resources, Quantitative Analysis, Process Innovation, Ethical Compliance	61326	2341	22
Site	III	Business Banking Relationship Manager	Banking Manager	Cost Accounting, Loan Processing, Cash Management, Risk Management, Contract Administration, Accounting Information Systems, Financial Reporting, Sales, Customer Relations, Customer Service, Analytical Thinking, Judgment and Decision Making, Ethical Compliance, Public Relations, Internal Collaboration, Mentoring	24688	2349	170
Site	V	Machine Learning Engineer	Performance and Scalability Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Cloud Infrastructure, ML Fault Tolerance, GPU Architecture, Automation Testing, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Kubernetes, C Programming, Python, ONNX, TensorRT, Nsight, PyTorch	55767	2354	213
Site	III	Contract Manager	Contract Manager	Contract Administration, Account Management, Project Management, Technical Documentation, Articulate Technical Information, Ethical Compliance, Product Pricing Analysis, Critical Thinking, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Negotiation, Legal Reasoning, Legal Research, Risk Management, Sales Strategy, Data Analysis, MS Excel	32705	2376	31
Site	IV	Design Engineer	Senior Design Engineer	Product Design, Management of Material Resources, Product Design Strategy, Product Discovery, Product Evaluation, Mechanical Engineering, Prototyping, Computer Aided Design, Continuous Improvement, Technical Documentation, Procurement, Managerial Accounting, Analytical Thinking, Internal Collaboration, Research Emerging Trends, Creo, Teamcenter	39164	2389	80
Site	III	Manager Strategic Partnerships	Strategic Partnerships Accountant	Business Development, Business Management, Human Resource Management, Project Management, Public Relations, Sales Leadership, Sales Planning, Sales Strategy, Strategic Partnering, Event Planning, Recruitment, Critical Thinking, Judgment and Decision Making, Team Building, Ethical Compliance, Training	29524	2391	144
Site	III	Environmental Engineering Technologist and Technician	Environmental Engineer	Environmental Engineering, Management Information Systems, Data Monitoring, Digital Compliance, Ethical Compliance, Public Relations, Negotiation, Writing Reports, Advocacy, Analytical Thinking, Intuitive Problem Solving, Continuous Improvement, Attention to Detail	21316	2398	351
Site	IV	Sales Manager	Channel Sales Manager	Accounting, Business Management, Cost Accounting, Human Resource Management, Management of Personnel Resources, Sales Forecasting, Sales Leadership, Managerial Finance, Recruitment, Analytical Thinking, Ethical Compliance, Internal Collaboration, Judgment and Decision Making, Mentoring, Negotiation	36692	2401	166

(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.