Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Ecommerce Technical Analyst	Senior Ecommerce Analyst	E Commerce, Digital Compliance, Vendor Management, Fraud Detection, Define System Requirements, Technical Support, Contract Administration, Risk Management, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Security Management Strategy, Payment Processing, Salesforce Commerce Cloud , Adyen, Forter, Curalate	40035	1816	242
Site	IV	Senior Safety Engineer	Hardware Engineer	Electrical Safety, Electrical Systems, Electrical Engineering, Quality Control Analysis, Project Management, Data Monitoring, Data Modeling, Technology Leadership, Complex Problem Solving, Digital Compliance, Ethical Compliance, Mentoring, SOC Architecture, SOC Design, FMEDA	31754	2174	242
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Data Analysis, Data Interpretation, Data Visualization, Predictive Modeling, Sales Forecasting, A/B testing, Project Management, Articulate Technical Information, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Azure Databricks, Snowflake, Power BI	41269	2416	241
Site	II	Cost Engineer	Cost Engineer	Materials Engineering, Management of Material Resources, Cost Accounting, Statistical Analysis, Account Management, Analytical Thinking, Internal Communication, Data Analysis, Data Monitoring, Data Governance, Database Design, Project Coordination, Conflict Resolution, SQL Programming, Python, Power BI	10112	230	240
Site	V	Marketing Manager	Marketing Program Group 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	239
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	238
Site	II	Payroll and Timekeeping Analyst	Payroll Analyst	Payroll Management, Project Coordination, Process Modeling, Data Analysis, Data Monitoring, Analytical Thinking, Scheduling, Time Management, Attention to Detail, Intuitive Problem Solving, Ethical Compliance, Internal Communication, Team Building, MS Excel	27468	2220	237
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	236
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	236
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	235

(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.