Tier	Title	Position	Skills	Prior	Year 1	Views
Site	I	LMS Administrator	LMS Administrator	Analytical Thinking, Troubleshooting, Team Building, SCRUM, LMS Administration	359	116	1339
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	1182
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Machine Learning, Data Science, TensorFlow, SQL Programming, Java, Python, Internal Collaboration, Data Analysis, Analytical Thinking, Novel Thinking, Complex Problem Solving, Articulate Technical Information, Process Management, Data Modeling, Statistical Modeling, MLOps, Research and Development	51501	1634	71
Site	V	Machine Learning Engineer	Performance and Scalability Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Cloud Infrastructure, ML Fault Tolerance, GPU Architecture, Automation Testing, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Kubernetes, C Programming, Python, ONNX, TensorRT, Nsight, PyTorch	72410	2151	75
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	C Programming, Python, PyTorch, Graphic Algorithmic Development, OpenGL, Vulkan, Directx, Applied Mathematics, Machine Learning, GPU Architecture, Novel Thinking, Computational Thinking, Analytical Thinking, Research Emerging Trends, Research and Development	1930	1807	276
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	250
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	1178
Site	IV	Manager Corporate Strategy	Corporate Strategy Manager	Managerial Finance, Business Strategy, Negotiation, Financial Modeling, Data interpretation, Data Monitoring, Critical Thinking, Analytical Thinking, Complex Problem Solving, Quantitative Analysis, Articulate Technical Information	17103	2320	896
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Project Management, Complex Problem Solving, Compliance, Leadership, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Management of Personnel Resources	6776	1778	965
Site	III	Manager Strategic Partnerships	Strategic Partnerships Accountant	Business Management, Project Management, Sales Leadership, Team Building, Human Resource Management, Sales Planning, Sales Strategy, Recruitment, Critical Thinking, Judgment and Decision Making, Training, Public Relations, Ethical Compliance, Business Development, Event Planning, Strategic Partnering	14778	1429	24

(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.