Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Total Views	Skills Based Approach ™	Job Future ℠ Employer
Site	II	Business Operations Specialist	Business Operations, Training, Customer Relations, Quality Control Analysis, Evaluate Performance, Internal Collaboration, Technical Documentation, Technical Support, Analytical Thinking, Attention to Detail	4647	144	784	248	266
Site	IV	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	794	242	210
Site	III	Software Development 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	751	259	222
Site	IV	Staff 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	762	232	237
Site	III	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	803	257	258
Site	III	Manager Talent Development	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	716	233	220
Site	IV	Digital 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	785	246	238
Site	IV	Marketing Strategy and Operations Manager	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	753	233	240
Site	II	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	833	249	234
Site	IV	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	822	247	243
Site	IV	Research Program Manager	Research Leadership, Product Design Strategy, Business Management, Product Management, Risk Management, Project Management, AI Applications, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Attention to Detail, Negotiation, Internal Collaboration, Persuasion, JIRA	36402	2418	896	287	232
Site	V	Machine Learning 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	798	276	251
Site	IV	SEO Manager	B2B Marketing, SEO Analytics, Data Analysis, Product Discovery, Product Evaluation, UX Design, Project Management, Internal Collaboration, Analytical Thinking, Critical Thinking, Articulate Technical Information, Attention to Detail, Prioritizing, JIRA, Workfront, Adobe Analytics, Deep Crawl, Ahrefs	39964	2109	704	227	218
Site	IV	Organizational Effectiveness Partner	Organizational Development, Technology Leadership, Leadership Development, Evaluate Performance, Human Resource Management, Learning Strategies, Visual Communication, Critical Thinking, Team Building, Articulate Technical Information, Internal Collaboration, Intuitive Problem Solving, Social Perceptiveness, Mentoring, Research Emerging Trends, Persuasion	39235	2147	700	227	227
Site	III	Technical Account Manager	Digital Compliance, Quantitative Analysis, Technical Support, Technology Leadership, Website Development, Computer Architecture, Agile Methodology, Critical Thinking, Customer Relations, Negotiation, Articulate Technical Information, Internal Collaboration, Intuitive Problem Solving, Conflict Resolution, REST API, Adobe Experience Cloud	32069	1644	777	242	246
Site	III	Sales Operations Manager	Sales Forecasting, Sales Planning, Product Strategy, Product Pricing Analysis, Data Analysis, Marketing Coordination, Business Operations, Quantitative Analysis, Critical Thinking, Analytical Thinking, Complex Problem Solving, Attention to Detail, Articulate Technical Information, MS Excel	15158	147	718	225	224
Site	V	Marketing Manager	Marketing Leadership, Project Management, Marketing Strategy, Process Management, Creative Thinking, Analytical Thinking, Team Building, Business Management, Business Storytelling, Marketing Campaigning, Mentoring, Managerial Accounting, Articulate Technical Information, Judgment and Decision Making, Accountability, JIRA, MS Excel	61734	1954	747	241	225
Site	V	Public Relations Manager	Public Relations, Strategic Partnering, Contract Administration, Risk Management, Technology Leadership, Critical Thinking, Novel Thinking, Public Policy, Public Speaking, Team Building, Articulate Technical Information, Business Storytelling, Internal Collaboration, Intuitive Problem Solving, Ethical Compliance, Communications, Mentoring	62388	2061	730	247	220
Site	V	Lead Financial Analyst	Financial Analysis, Financial Reporting, Financial Modeling, Technology Leadership, Business Storytelling, Merger and Acquisitions, Project Management, Internal Collaboration, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, SQL Programming, SaaS, MS Excel, Azure Databricks, Tableau, Power BI	52251	1996	748	245	232
Site	III	Site Reliability Engineer	Machine Learning, Systems Architecture, System Design Strategy, Process Management, Data Modeling, ML Fault Tolerance, CI/CD, Chaos Engineering, Digital Compliance, Analytical Thinking, Complex Problem Solving, Python, InfluxDB, TensorRT, PyTorch, Kubernetes, Elastic Stack	31242	1924	707	222	230

(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.