Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Chief Executive	Chief Operating Officer	Leadership, Business Management, Business Strategy, Articulate Technical Information, Management of Material Resources, Managerial Accounting, Data Visualization, Negotiation, Complex Problem Solving, Analytical Thinking, Team Building, Ethical Compliance	35164	2228	1845
Site	III	Industrial Engineer	Industrial Engineer	Industrial Engineering, Warehouse Operations, PMTS, Labor Relations, Six Sigma, SOX Control Design, Regulatory Compliance, Facilities Maintenance, Cost Accounting, Negotiation, Labor Audits, Trend Analysis, Logistical Planning, Policy Training, SOPs/WIs, Policy Management, Continuous Improvement, Root Cause Analysis, Critical Thinking, Intuitive Problem Solving	31051	3098	369
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	730
Site	III	Design Engineer	Senior Design Engineer	Engineering Design, Product Design, Mechanical Engineering, Troubleshooting, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance, Judgment and Decision Making	18516	1352	1620
Site	I	Computer and Information Analyst	Digital Accessibility Analyst	Human Computer Interaction, UI Design, Graphic Design, Management Information Systems, Novel Thinking, Intuitive Problem Solving, Research Information, Ethical Compliance, HTML 5	4224	114	1955
Site	V	General Counsel Attorney	Compliance Attorney	Analytical Thinking, Judgment and Decision Making, Risk Management, Trade Compliance, Legal Counseling, Legal Leadership, Legal Research, Accountability, Continuous Improvement, Contract Administration, Cross Cultural Communication, Strategic Planning, Ethical Compliance, Public Relations, Complex Problem Solving, Business Management, Critical Thinking, Articulate Technical Information, Negotiation	58302	2822	396
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	565
Site	II	Control Systems Engineer	Control Systems Engineer	Analytical Thinking, Critical Thinking, Electrical Engineering, Systems Design, AI Hardware Design, Teamwork, Siemens Control Systems, PLC Programming, Robotics Engineering, Systems Development, Systems Architecture, Intuitive Problem Solving, Automation Testing, Articulate Technical Information, Installation	10482	181	536
Site	III	Financial Analyst and Advisor	Senior Financial Analyst	Accounting, Financial Analysis, Market Research Analysis, Data interpretation, Analytical Thinking, Data Analysis, Report Writing, Intuitive Problem Solving, Judgment and Decision Making, MS Excel	20743	1578	1996
Site	IV	Product Manager	Offers Product Development Manager	Customer Acquisition, Product Strategy, Programmatic Advertising, API Development, AdTech Industry, UI Design, Product Lifecycle Management, Optimization Strategies, Internal Collaboration, Judgment and Decision Making, Critical Thinking, Articulate Technical Information, Research Emerging Trends, KPI Analysis, User Onboarding, SDK Integrations, BRDs/PRDs, Product Storytelling, GDPR/CCPA/TCF, Complex Problem Solving	45921	2787	76

(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.