Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	Computer Science Teacher, Postsecondary	Computer Science Teacher	Create Lesson Plans, LMS Administration, Computational Thinking, Creative Thinking, Computer Competency, Create Assessments, Teaching, New Media Literacy, Collaboration, Mentoring, Computer Science	4224	130	1119
Site	I	Aerospace Engineer	Aerospace Engineer	SolidWorks, Engineering Design, Mathematics, Complex Problem Solving, Ethical Compliance, Articulate Technical Information, Quality Control Analysis, Drafting, Analytical Thinking, Judgment and Decision Making	3966	100	1429
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	III	AI Engineer	AI Engineer	Programming, Python, LLM Design, Machine Learning, TensorFlow, Systems Evaluation, Troubleshooting, Cloud Computing, Complex Problem Solving, Mentoring, Team Building, Analytical Thinking, Critical Thinking	23352	1559	1201
Site	I	Computer Hardware Engineer	Backend Developer	C Programming, Automation Testing, Quality Control Analysis, Unit Testing, Computer Architecture, API Development, RTL Design, Agile Methodology, Python, Java, Linux, Technical Writing	3294	140	974
Site	III	Human Resource Reporting Analyst	Reporting Analyst	Human Resource Management, Management of Personnel Resources, Talent Acquisition, Business Management, Data Analysis, Data Interpretation, Data Visualization, Data Governance, User Training, Evaluate Performance, Quality Control Analysis, Systems Design, Analytical Thinking, Intuitive Problem Solving, Ethical Compliance, Report Writing, Internal Collaboration, Tableau, Workday, ServiceNow	37923	2229	189
Site	V	Biological Scientist	Senior Scientist	Biocomputational Engineering, Biology, Bioprocess Design, LLM Design, Machine Learning, Cloud Computing, Novel Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Continual Learning, Collaboration, Python	42684	1594	1076
Site	II	Cost Estimator	Cost Estimator	Managerial Accounting, Management of Material Resources, Economic Analysis, Analytical Thinking, Technical Writing, Statistical Analysis, Research Information, Intuitive Problem Solving	5917	101	1306
Site	V	Senior Robotics Engineer	Robotics Engineer	Robotics Engineering, Electrical Engineering, Mechanical Engineering, Quality Control Analysis, Research Emerging Trends, Technology Leadership, Product Strategy, Systems Evaluation, Unit Testing, Articulate Technical Information, Computational Thinking, Complex Problem Solving, Robot Operating System, Nav2, Machine Learning	44565	1661	201
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	1335

(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.