Tier	Title	Position	Skills	Prior	Year 1	Views
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	136
Site	III	Principal Accounting Advisor	Accounting Coordinator	Accounting, Account Management, Managerial Finance, Business Operations, Account Auditing, Account Analysis, Financial Reporting, Leadership, Financial Analysis, Accuracy, Ethical Compliance, Technical Writing	6910	2157	758
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	6219	2167	1236
Site	IV	Systems Engineer	Senior Systems Engineer	Systems Design, Systems Architecture, Systems Evaluation, Define System Requirements, Internal Collaboration, Engineering Management, Research Emerging Trends, Technology Leadership, Mentoring, Critical Thinking, Complex Problem Solving, Articulate Technical Information, Project Management, Security Management Strategy, Linux, Android, FMEDA	66873	2173	136
Site	III	Content Programming Manager	Content Manager	Marketing Coordination, Marketing Strategy, Content Creation, Content Moderation, Editing, Project Coordination, Problem Solving, Social Research, Market Research Analysis, Content Management, Visual Design	2219	2215	746
Site	IV	Senior Research Manager	Research Manager	Project Management, Management of Personnel Resources, AI Applications, Strategic Partnering, Complex Problem Solving, risk management, Articulate Technical Information, Cloud Infrastructure, Machine Learning, Critical Thinking, Negotiation, Ethical Compliance, Technology Leadership	6223	2225	722
Site	V	Product Manager	Software Product Manager	Product Design, Product Management, Product Strategy, Critical Thinking, Leadership, Team Building, Strategic Planning, Internal Communication, Judgment and Decision Making, Research Emerging Trends, Quantitative Analysis, Project Coordination, Resiliency	35736	2229	281
Site	III	Business Growth Consultant	Business Intelligence Consultant	Statistical Analysis, Financial Analysis, Data Monitoring, Data interpretation, R Programming, Business Strategy, Quantitative Analysis, Project Management, Intuitive Problem Solving, Internal Communication, Persuasion, New Media Literacy	3282	2264	845
Site	IV	Senior Network Engineer	Senior Network Engineer	Automation Testing, Unit Testing, Network Infrastructure, Analytical Thinking, Articulate Technical Information, Systems Design, Database Systems Knowledge, IT Security Development, Training, Project Coordination, Security Management Strategy	6975	2302	732
Site	III	Life Scientist	Senior Consultant	Data Science, Data interpretation, Data Monitoring, Data Visualization, Database Systems Knowledge, Analytical Thinking, Complex Problem Solving, Ethical Compliance, Workday, Infor, Statistical Analysis	1506	2310	1292

(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.