Tier	Title	Position	Skills	Prior	Year 1	Views
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	28377	2339	431
Site	I	Graphic Designer	Junior Graphic Designer	Graphic Design, Visual Communication, Project Management, Creative Thinking, Problem Solving, Social Media Marketing, Teamwork, Adobe Illustrator, Adobe Photoshop, Adobe Indesign	5027	181	1670
Site	IV	Principal Process Engineer	Senior Process Engineer	Process Engineering, Process Modeling, Quality Control Analysis, Data Analysis, Data Monitoring, Risk Management, Complex Problem Solving, Mentoring, Ethical Compliance, Leadership, Research and Development, Analytical Thinking, Judgment and Decision Making	34221	1661	1279
Site	IV	Integrated Communications Manager	Communications Manager	Public Relations, Strategic Communications, Strategic Planning, Business Storytelling, Communications Governance, Stakeholder Management, KPI Analysis, Operational Excellence, Project Management, Critical Thinking, Analytical Thinking, Reputation Management, Complex Problem Solving, Judgment and Decision Making, Internal Collaboration, Negotiation, PESO, S&OP, SmartSheet, Airtable	47955	3028	79
Site	V	Device Design Engineer	Device Design Engineer	Device Engineering, Process Engineering, Systems Design, SOC Architecture, SOC Design, Complex Problem Solving, Articulate Technical Information, KOL Leadership, Novel Thinking, Mentoring, Research Emerging Trends, Team Building, Product Strategy, Analytical Thinking	42684	2338	711
Site	IV	Data Analytics Lead	Advanced Analytics Analyst	Analytical Thinking, Quantitative Analysis, Predictive Modeling, Articulate Technical Information, Sales Forecasting, Data Governance, Data Analysis, Cloud Infrastructure, Statistical Modeling, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Negotiation, Internal Collaboration, SAS, Oracle Exadata, SQL Programming, Power BI, Python	48026	2633	344
Site	II	Corporate Strategy Consultant	Corporate Strategy Consultant	Business Strategy, Articulate Technical Information, Predictive Modeling, Data Interpretation, Intuitive Problem Solving, Business Storytelling, Analytical Thinking, New Media Literacy, Technical Writing, Professional Communication, Teamwork, Critical Thinking	8280	154	1193
Site	III	Claims Investigator	Claim Counsel	Claims Assessment, Claims Analysis, Policy Adherence, Financial Reporting, Cost Accounting, Legal Documentation, Legal Analysis, Reimbursement, Policy Management, Conflict Resolution, Negotiation, Underwriting, Judgment and Decision Making, Articulate Technical Information, Attention to Detail, Internal Collaboration, Critical Thinking, Intuitive Problem Solving, Ethical Compliance, Litigation	30033	2779	166
Site	III	Equipment Reliability Engineer	Reliability Engineer	Mechanical Engineering, Judgment and Decision Making, Intuitive Problem Solving, Process Engineering, Data Analysis, Manufacturing Operations, Quality Control Analysis, Process Safety Management, Equipment Maintenance, Analytical Thinking, SME Communication, Safety Compliance, Research Emerging Trends, Attention to Detail, Accountability	26279	2690	94
Site	III	Software Engineer	Software Development Engineer	Software Development, Define System Requirements, Analytical Thinking, Judgment and Decision Making, Computational Thinking, Software Application Lifecycle, Software Testing, C#, Java, Python, Ruby, Automation Testing, Agile Methodology, TypeScript, React JS, Azure Cloud, CI/CD, Intuitive Problem Solving, Data Monitoring	32642	2554	306

(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.