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	51501	1634	75
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	54791	1516	75
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	22732	1678	75
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	2554	127	76
Site	IV	Cloud Solutions Architect	Cloud Virtualization Architect	Systems Design, Cloud Infrastructure, Virtualization Technology, Define System Requirements, Test Virtual Systems, Manage Cyber Security Threats, CI/CD, Analytical Thinking, Technology Leadership, Complex Problem Solving, Strategic Partnering, Internal Collaboration, Amazon AWS, Jenkins, C Programming, Python, Java	61296	1633	76
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	24669	2147	77
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	47058	1591	77
Site	III	Digital Content Designer	Global Digital Designer	UX Design, UI Design, Figma, Adobe Illustrator, Adobe Photoshop, Adobe After Effects , Graphic Design, Social Media Marketing, Social Perceptiveness, E Commerce, Content Creation, Motion Animation, Project Coordination, Internal Collaboration, Creative Thinking, Intuitive Problem Solving	17541	1844	77
Site	II	Financial Analyst	Financial Incentives Analyst	Financial Analysis, Account Analysis, Financial Planning, Data Analysis, Financial Reporting, Product Pricing Analysis, Analytical Thinking, Intuitive Problem Solving, Multitasking, Internal Communication, Accountability, Attention to Detail, MS Excel	3851	137	77
Site	III	Marketing Manager	Global Marketing Manager	Marketing Strategy, Power BI, B2B Marketing, Project Management, Content Management, Market Research Analysis, A/B testing, Digital Communication Strategy, Marketing Leadership, Event Marketing, Marketing Campaigning, Google Analytics, Quantitative Analysis, Adobe Experience Manager, Attention to Detail, Internal Collaboration, Novel Thinking, Intuitive Problem Solving	33308	1884	77

(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.