Tier	Title	Position	Skills	Prior	Year 1	Views
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	51040	1634	122
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Data Modeling, Kubernetes, Systems Architecture, System Design Strategy, PyTorch, CI/CD, Python, TensorRT, InfluxDB, Elastic Stack, Chaos Engineering, ML Fault Tolerance, Process Management, Complex Problem Solving, Analytical Thinking, Digital Compliance	37660	1659	122
Site	IV	Solutions Architect	Principal Solution Architect	Systems Architecture, System Design Strategy, Software Development, Data Governance, Data Science, Digital Compliance, Technical Risk Assessment, Technology Leadership, Internal Collaboration, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Articulate Technical Information, Amazon AWS, Data Lake, Data Warehouse	49280	1821	122
Site	II	Network Security Engineer	Network Security Engineer	Network Security Audit, Network Routing Protocols, Technical Risk Assessment, Cybersecurity Threat Modeling, Network Infrastructure, Research Emerging Trends, Security Incident Response, Internal Collaboration, Technical Documentation, Intuitive Problem Solving, Computational Thinking, Accountability, Cloud Infrastructure, Micro Segmentation, Python, JIRA, C#, ASP .Net	9412	181	125
Site	II	Buyer and Purchasing Agent	Senior Buyer	Business Operations, Procurement, Project Management, Cost Accounting, Contract Administration, Analytical Thinking, Negotiation, Internal Communication, Problem Solving, Accountability, Attention to Detail, Cloud Computing, SAP	6036	127	126
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	49600	1591	126
Site	II	Ecommerce Software Engineer	Javascript Developer	Programming, Software Testing, Quality Control Analysis, E Commerce, Technical Documentation, SCRUM, Computational Thinking, Intuitive Problem Solving, Accountability, Teamwork, Javascript, Salesforce Commerce Cloud	6612	154	126
Site	IV	Senior Research Program Manager	Senior Program Manager	Business Management, Research Leadership, Product Design Strategy, Leadership, Project Management, Product Management, Risk management, AI Applications, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Negotiation, Persuasion, JIRA, Internal Collaboration, Analytical Thinking	48640	1516	126
Site	II	Supply Chain Business Analyst	Supply Chain Analyst	Complex Problem Solving, Business Storytelling, Analytical Thinking, SQL Programming, Tableau, Python, Internal Collaboration, Data Analysis, Data Governance, Articulate Technical Information, Supply Chain Leadership, Business Operations, Data Visualization, Continuous Improvement, Judgment and Decision Making	8472	156	126
Site	V	Sustainability Compliance and Reporting Officer	Sustainability Compliance Officer	KOL Leadership, Internal Collaboration, Judgment and Decision Making, Data Analysis, Ethical Compliance, Advocacy, Risk Management, Sustainability Frameworks, Legal Reasoning, GRI , Complex Problem Solving, Articulate Technical Information, Report Writing, Research Emerging Trends, Data Governance, Economic Analysis, Community Building	60660	2141	126

(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.