Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Payroll Manager	Payroll Manager	Payroll Management, Account Reconciliation, Managerial Accounting, Analytical Thinking, Problem Solving, Attention to Detail, Accounting Information Systems	2895	85	1510
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	55767	2354	324
Site	IV	Business Teacher, Postsecondary	Practice of Business Professor	Business Management, Leadership, Research Emerging Trends, Business AI Applications, Curriculum Development, Critical Thinking, Judgment and Decision Making, Teaching, Create Assessments, Advocacy, Program Coordination, Training	28192	1490	1208
Site	III	Senior Pricing Analyst	Pricing Analyst	Product Pricing Analysis, Product Strategy, Strategic Planning, Strategic Partnering, Internal Collaboration, Data Modeling, Data Analysis, Quantitative Analysis, Managerial Finance, Cost Accounting, Analytical Thinking, Attention to Detail, Articulate Technical Information, Complex Problem Solving	30160	2252	287
Site	IV	Product Manager	Principal Product Manager	Software Development, Security Management Strategy, Web Design, Fault Incident Response, Agile Methodology, Define System Requirements, Project Management, Machine Learning, Computational Thinking, Articulate Technical Information, Internal Collaboration, MS Excel, Power BI, HTML 5, REST API, SCRUM, Azure DevOps, OAUTH, SAML	36697	2067	200
Site	III	Software Engineer	Principal Software Engineer	Software Development, Systems Design, SpringBoot, Java, ASP .Net, Node, Single Sign-On, CI/CD, REST API, Javascript, SOAP, ETL, Elasticsearch, Teradata, MS SQL Server, Complex Problem Solving, Analytical Thinking, Digital Compliance, Systems Architecture, Software Testing	27234	2416	113
Site	V	Software Engineer	Principal Software Engineer	Full Stack Development, Systems Architecture, System Design Strategy, Network Infrastructure, UI Design, Technology Leadership, NoSql, CI/CD, Digital Compliance, Log Monitoring, Synthetic Monitoring, Complex Problem Solving, Judgment and Decision Making, Research Emerging Trends, Javascript, NodeJS, React JS, CDN, APM, AI Peer Programming	50046	2775	70
Site	IV	Software Engineer	Principal Software Engineer	REST API, User Access Management, SaaS, Cloud Infrastructure, Azure Cloud, Systems Architecture, Salesforce Commerce Cloud, System Verification Strategy, Software Testing, CI/CD, React Native, TypeScript, React JS, MS SQL Server, NoSql, Engineering Management, AI Applications Design, Mobile UX Design, Critical Thinking, Analytical Thinking	45050	2962	65
Site	V	Software Engineering Manager	Principal Software Engineer	Systems Design, Systems Evaluation, Logistical Planning, Information Security Management, LLM Design, Machine Learning, Manage Cyber Security Threats, Product Management, Management of Personnel Resources, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Mentoring, C Programming, Java, Python	47754	1973	1174
Site	IV	Solutions Architect	Principal Solution Architect	Data Governance, System Design Strategy, Systems Architecture, Technology Leadership, Data Science, Software Development, Technical Risk Assessment, Digital Compliance, Data Lake, Data Warehouse, Critical Thinking, Judgment and Decision Making, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Amazon AWS	43593	2243	269

(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.