Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Senior AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	881
Site	III	Principal Process Engineer	Manufacturing Process Engineer	Business Operations, Process Engineering, Process Modeling, Strategic Sourcing, Statistical Analysis, Continuous Improvement, Quality Control Analysis, Cost Accounting, Leadership, Project Management, Safety Audit, Analytical Thinking, Intuitive Problem Solving, Internal Collaboration, Team Building, Design of Experiments, Six Sigma	25643	2146	72
Site	IV	Solutions Architect	Principal Solution Architect	Data Governance, System Design Strategy, Systems Architecture, Technology Leadership, Data Science, Software Development, Technical Risk Assessment, Digital Compliance, Data Lake, Data Warehouse, Critical Thinking, Judgment and Decision Making, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Amazon AWS	43593	2243	226
Site	IV	Senior Product Strategy Manager	Product Strategy Manager	Product Strategy, Business Strategy, Strategic Planning, Product Discovery, Business Operations, Business Storytelling, KOL Leadership, Technical Risk Assessment, Project Management, Critical Thinking, Complex Problem Solving, Logical Reasoning, Novel Thinking, Internal Collaboration, Social Perceptiveness	40469	2125	474
Site	V	Packaging Commodity Manger	Packaging Commodity Manager	Packaging Engineering, Asset Resource Management, Commodity Management, Supply Chain Leadership, Managerial Accounting, Managerial Finance, Product Management, Product Pricing Analysis, Negotiation, Contract Writing, Analytical Thinking, Novel Thinking	39903	2511	392
Site	III	Financial Analyst	Senior Financial Analyst	Financial Analysis, Logistical Planning, Operating Systems Management, Managerial Accounting, Articulate Technical Information, Management Information Systems, Anaplan , Tableau, Team Building, Verbal Communication	20234	1313	1098
Site	V	Lead Financial Analyst	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	222
Site	III	Health Education Manager	Professional Education Manager	Training, Learning Strategies, Project Management, Presentations, KOL Leadership, Team Building, Collaboration, Marketing Strategy, Critical Thinking	15971	1314	1021
Site	V	Sustainability Compliance and Reporting Officer	Sustainability Compliance Officer	KOL Leadership, Risk Management, Sustainability Frameworks, Data Governance, Data Analysis, Economic Analysis, Legal Reasoning, Community Building, Advocacy, Report Writing, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Ethical Compliance, Research Emerging Trends, Internal Collaboration, GRI	50616	2328	240
Site	V	Data Governance Director	Data Manager	Database Systems Knowledge, Data Science, Data Monitoring, Data Interpretation, Process Modeling, Ethical Compliance, Collaboration, Negotiation, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, Accuracy	41865	2298	1231

(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.