Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	77
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	78
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	78
Site	III	Financial Analyst	Quantitative Financial Analyst	Data Analysis, Data Modeling, Data Monitoring, Quantitative Analysis, Risk Management, Technical Risk Assessment, Process Management, Data Governance, Digital Auditing, Technical Documentation, Critical Thinking, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Attention to Detail, Ethical Compliance, Internal Collaboration, AI Governance	35950	3055	78
Site	II	Project Engineer	Project Engineer	Business Operations, Engineering, Managerial Accounting, Financial Analysis, Management of Material Resources, Project Forecasting, Manufacturing Automation, Project Management, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Internal Communication, Front End Engineering Design, Front End Loading	10057	196	78
Site	I	Supply Chain Planner	Supply Chain Planner	Operations Management, Project Coordination, Constraint Management, Management of Material Resources, Managerial Accounting, Process Engineering, Process Modeling, Procurement, Critical Thinking, Intuitive Problem Solving, Internal Collaboration, Scheduling, MS Excel, Six Sigma	5196	172	78
Site	IV	Website Developer	Front End Web Developer	Web Design, Website Development, CI/CD, User Training, Technical Documentation, Judgment and Decision Making, Internal Collaboration, Research Emerging Trends, HTML 5, ASP .Net, Javascript, JS Angular, REST API, TypeScript, CSS, GraphQL, Python	31611	2002	78
Site	II	Manufacturing Technology Engineer	Manufacturing Engineer	Materials Engineering, Process Engineering, Process Experimentation, Management of Material Resources, Manufacturing Coordination, Manufacturing Operations, Product Coordination, Product Development, Quantitative Analysis, Analytical Thinking, Intuitive Problem Solving, Customer Relations, Internal Collaboration, Troubleshooting	9925	174	81
Site	IV	Manufacturing Technology Manager	Technology Operations Manager	Business Operations, Strategic Planning, Project Management, Continuous Improvement, Analytical Thinking, Quality Control Analysis, Technology Leadership, Team Building, Judgment and Decision Making, Intuitive Problem Solving, Process Engineering, Equipment Maintenance, Systems Evaluation, Ethical Compliance, Internal Collaboration, Management of Personnel Resources, cGMP , Six Sigma, Data Analysis	43088	2461	81
Site	V	Marketing Specialist	Senior Marketing Specialist	B2B Marketing, Business Management, Content Management, Complex Problem Solving, Critical Thinking, Judgment and Decision Making, Project Management, Internal Collaboration, Articulate Technical Information, Marketing Strategy, Marketing Leadership, Data Governance, Cultural Understanding, Social Perceptiveness, Digital Compliance, E Commerce, LMS Administration, CMS Administration, Negotiation	49473	2573	81

(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.