Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Marketing Manager	Marketing Program Group Manager	Marketing Leadership, Project Management, Marketing Strategy, Process Management, Creative Thinking, Analytical Thinking, Team Building, Business Management, Business Storytelling, Marketing Campaigning, Mentoring, Managerial Accounting, Articulate Technical Information, Judgment and Decision Making, Accountability, JIRA, MS Excel	61734	1954	239
Site	III	Lead Marketing Strategist	Marketing Strategist	Data Analysis, Product Strategy, Cost Accounting, Feasibility Assessments, Product Pricing Analysis, Sales Leadership, Data Monitoring, Market Research Analysis, Market Strategy, Human Resource Management, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Research Emerging Trends, POV Analysis	32323	2513	180
Site	I	Materials Program Manager	Materials Manager	Supply Chain Leadership, Managerial Accounting, Intuitive Problem Solving, Management of Material Resources, Analytical Thinking, Business Operations, Feasibility Assessments, Logistical Planning, Account Management, Negotiation, Internal Communication, LEAN Manufacturing, Data Visualization, Power BI	9130	237	381
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Applied Mathematics, Mathematical Modeling, Mathematics, Teaching, Lecturing, Curriculum Development, Computational Thinking, Statistical Analysis, Training, Critical Thinking	29601	2060	1103
Site	III	Internal Propulsion Thermal Systems Engineering	Mechanical Design Engineer	Mechanical Engineering, Powertrain Engineering, System Design Strategy, Engineering Design, Managerial Accounting, Technical Risk Assessment, Process Management, LEAN Manufacturing, Manufacturing Coordination, Technical Documentation, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Accountability, Drawing	29333	2008	225
Site	III	Manufacturing Project Engineer	Mechanical Project Engineer	Manufacturing Coordination, Process Engineering, Mechanical Engineering, Process Management, Project Management, Continuous Improvement, Managerial Accounting, ERP Systems, Management of Material Resources, Management of Personnel Resources, Technical Documentation, Manufacturing Automation, Safety Audit, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, AutoCAD, LEAN Manufacturing, Six Sigma	29079	2031	120
Site	II	Technical Program Manager	Memory Technical Program Manager	Systems Architecture, Electrical Engineering, Product Design, Product Development, Articulate Technical Information, Quality Control Analysis, Technical Risk Assessment, Documentation, Analytical Thinking, Prototyping, Customer Relations, Teamwork	7882	187	480
Site	II	Software Engineer	Middleware Engineer	Systems Administration, Management Information Systems, Programming, Project Coordination, Analytical Thinking, Critical Thinking, Technical Support, Troubleshooting, Intuitive Problem Solving	7402	130	1393
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design, Predictive Modeling, Software Testing, Statistical Analysis, Database Systems Knowledge, Project Management, Technology Leadership, Analytical Thinking, Complex Problem Solving, Python, PyTorch, Computational Thinking	43302	2899	417
Site	IV	Machine Learning Engineer	MLOps Platform Engineer	MLOps, Azure Databricks, Machine Learning, Data Modeling, Python, TensorFlow, Jenkins, CI/CD, Azure DevOps, Computational Thinking, Analytical Thinking, Complex Problem Solving, Numpy, Pandas, Scikit-learn, Unity Catalog, Internal Collaboration, Data Monitoring, Research Emerging Trends, Kubernetes	39821	2554	22

(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.