Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Data Governance, Data Analysis, Network Infrastructure, Information Security Management, Analytical Thinking, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	6219	2167	1175
Site	IV	Integrity Solutions Engineer	Integration Engineer	Ethical Compliance, Digital Compliance, Digital Auditing, Product Strategy, Legal Reasoning, Critical Thinking, Complex Problem Solving, Public Policy, Software Development, Product Management, Python, Java, Cloud Infrastructure, REST API	17036	1056	235
Site	IV	Lead Marketing Data Analyst	Marketing Data Analyst	Marketing Strategy, Marketing Campaigning, Product Pricing Analysis, Data Modeling, Data Analysis, Financial Analysis, Internal Collaboration, Project Coordination, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Communication, Attention to Detail, GenAI, Python, Azure Databricks, Tableau, Power BI	55442	1631	69
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	69
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Project Management, Product Design, Machine Learning, Data interpretation, Database Systems Knowledge, Data Monitoring, Predictive Modeling, Process Modeling, Python, Software Testing, Technology Leadership, PyTorch, Complex Problem Solving, Analytical Thinking, Statistical Analysis	19234	2783	250
Site	IV	Manager Corporate Strategy	Corporate Strategy Manager	Managerial Finance, Business Strategy, Negotiation, Financial Modeling, Data interpretation, Data Monitoring, Critical Thinking, Analytical Thinking, Complex Problem Solving, Quantitative Analysis, Articulate Technical Information	17103	2320	896
Site	IV	Marketing Designer	Senior Marketing Designer	Brand Marketing, Promotion, Social Media Marketing, Event Marketing, Graphic Design, Print Design, Project Coordination, Adobe Illustrator, Adobe Photoshop, Adobe Indesign, Creative Thinking, Attention to Detail	5730	2453	1168
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	68869	1548	74
Site	IV	Math and Computer Science Teacher, Postsecondary	Computer Scientist	Computer Science, Applied Science, Teaching, AI, LLM Design, Machine Learning, Systems Design, Data Science, Computational Thinking, Lecturing	11912	1715	939
Site	IV	Mechanical Engineer	Product Design Engineer	Engineering, Technical Writing, Attention to Detail, Mechanical Reasoning, Quality Control Analysis, Report Writing	6019	1658	1029

(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.