Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Business Operations Specialist	Business Operations Analyst	Business Operations, Training, Customer Relations, Quality Control Analysis, Evaluate Performance, Internal Collaboration, Technical Documentation, Technical Support, Analytical Thinking, Attention to Detail	4647	144	199
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, CI/CD, Quality Control Analysis, Research Leadership, Software Testing, Cloud Infrastructure, Patents, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Team Building, C Programming, TypeScript, Python	42151	1989	219
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	23564	1678	216
Site	IV	Staff Experience Designer	User Experience Designer	Product Design, Product Design Strategy, AI Applications, Design Leadership, Internal Collaboration, Creative Thinking, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Accountability, Adobe Indesign, Adobe Experience Manager, Adobe Illustrator, Adobe Photoshop	22609	1341	208
Site	III	Visual Designer	Visual Designer	Marketing, Prototyping, Visual Design, Motion Animation, Content Creation, Human Computer Interaction, UI Design, UX Design, GenAI, Creative Thinking, Analytical Thinking, Internal Collaboration, Research Emerging Trends, Adobe Experience Manager, Adobe Illustrator, Adobe Photoshop, Figma	31242	2136	210
Site	III	Manager Talent Development	Talent Manager	Organizational Development, Strategic Planning, Business Management, Evaluate Performance, Continuous Improvement, Technology Leadership, Mentoring, Team Building, Learning Techniques, Learning Strategies, Internal Collaboration, Articulate Technical Information, Novel Thinking, Intuitive Problem Solving, Workday, Adobe Learning Manager, Marketo	30478	2420	197
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	46355	1591	186
Site	IV	Marketing Strategy and Operations Manager	Digital Marketing Strategist	Marketing Strategy, Marketing Coordination, Marketing Campaigning, Product Strategy, Operations Management, Technology Leadership, Business Management, Process Management, Evaluate Performance, Analytical Thinking, Critical Thinking, Negotiation, Articulate Technical Information, Complex Problem Solving, Prioritizing	38726	2288	206
Site	II	Product Manager	Senior Product Manager	Business Operations, Project Management, Marketing Coordination, Financial Analysis, Managerial Accounting, Risk Management, Sales, Research Emerging Trends, Customer Relations, Data Analysis, Analytical Thinking, Complex Problem Solving, Internal Collaboration, JIRA	9395	156	193
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	199

(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.