Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Project Management, Product Design, Machine Learning, Data interpretation, Database Systems Knowledge, Data Monitoring, Predictive Modeling, Process Modeling, Python, Software Testing, Technology Leadership, PyTorch, Complex Problem Solving, Analytical Thinking, Statistical Analysis	19234	2783	156
Site	II	Software Engineer	Middleware Engineer	Systems Administration, Management Information Systems, Programming, Project Coordination, Analytical Thinking, Critical Thinking, Technical Support, Troubleshooting	3030	68	1067
Site	II	Technical Program Manager	Memory Technical Program Manager	Electrical Engineering, Customer Relations, Product Design, Product Development, Systems Architecture, Articulate Technical Information, Quality Control Analysis, Technical Risk Assessment, Documentation, Prototyping, Analytical Thinking, Teamwork	2362	524	185
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Curriculum Development, Applied Mathematics, Lecturing, Training, Mathematical Modeling, Teaching, Computational Thinking, Mathematics, Statistical Analysis	14593	2411	784
Site	I	Materials Program Manager	Materials Manager	Management of Material Resources, Supply Chain Leadership, Managerial Accounting, Intuitive Problem Solving, Analytical Thinking, Business Operations, Feasibility Assessments, Logistical Planning, Account Management, Negotiation, Internal Communication, LEAN Manufacturing, Data Visualization, Power BI	2410	196	131
Site	II	Marketing Manager	Marketing Coordinator	Web Design, Promotion, Brand Marketing, Creative Thinking, Marketing Coordination, Event Marketing, Public Relations, Editing Promotional Materials	1173	87	612
Site	I	Market Research Analyst	Market Research Analyst	Statistical Analysis, Data Monitoring, Data interpretation, Data Analysis, Report Writing, Market Research Analysis, Market Strategy, Analytical Thinking, Critical Thinking	2091	176	987
Site	III	Manufacturing Supervisor	Manufacturing Analyst	LEAN Manufacturing, Time Management, Process Engineering, MS Office, Operation Monitoring, Management of Personnel Resources, Troubleshooting, Quality Control Analysis, Teamwork	819	94	794
Site	II	Management Analyst	Management Analyst	Business Management, Statistical Analysis, Data interpretation, Data Monitoring, Data Analysis, Technical Writing, Articulate Technical Information, Critical Thinking, Process Modeling, SQL Coding, Time Management	1801	160	1065
Site	II	Logisticians and Project Management Specialist	Logistics Coordinator	Business Operations, Product Strategy, Logistical Planning, Ethical Compliance, Analytical Thinking, Statistical Analysis, Problem Solving, Customer Service	1939	95	1061

(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.