Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Software Tester	Software Test Engineer	Systems Evaluation, Software Development, Software Testing, Quality Control Analysis, Unit Testing, Analytical Thinking, Computational Thinking, Intuitive Problem Solving	3450	107	1210
Site	IV	Android Developer	Senior Android Developer	Java, Kotlin, API Development, Android Studio, Android App Design, HTML 5, SCRUM, Construct Data Structures, Computational Thinking, Complex Problem Solving, Software Development	24777	2035	1337
Site	III	Marketing Manager	Marketing Data Analyst	Data Governance, Marketing Strategy, Quality Control Analysis, Organizational Development, Data Monitoring, Technology Leadership, Digital Compliance, Agile Methodology, Analytical Thinking, Critical Thinking, Internal Communication, Data Analysis, Ethical Compliance, SQL Programming, Azure Databricks	31878	1816	193
Site	V	Sales and Training Manager	Global Sales and Training Manager	Sales Strategy, Sales Planning, Training, Content Management, B2B Marketing, Marketing Coordination, Management Information Systems, Leadership, Social Perceptiveness, Cultural Understanding, Critical Thinking, Articulate Technical Information, Data interpretation, Research Emerging Trends	36798	906	381
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	21
Site	IV	Career/Technical Education Teacher, Postsecondary	Director Of Education	Career Development, Curriculum Development, Instructional Design, Evaluate Performance, Management of Personnel Resources, Leadership, Grant Writing, Critical Thinking, Training, Empathy, Judgment and Decision Making, Social Perceptiveness, Collaboration, Community Outreach, Ethical Compliance	37854	1578	1060
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Data Governance, Data Analysis, Network Infrastructure, Information Security Management, Analytical Thinking, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	22744	2167	1323
Site	III	Software Engineer	Infrastructure Software Engineer	Programming, Systems Architecture, Quality Control Analysis, Project Coordination, PHP, Accountability, Accuracy, Teamwork, C Programming, Java, Javascript, Python	15780	1619	329
Site	III	Digital Content Designer	Global Digital Designer	Content Creation, Graphic Design, Social Media Marketing, E Commerce, Motion Animation, UI Design, UX Design, Project Coordination, Creative Thinking, Intuitive Problem Solving, Social Perceptiveness, Internal Collaboration, Adobe After Effects , Adobe Illustrator, Adobe Photoshop, Figma	27742	2245	186
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	375

(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.