Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Data Scientist	Senior Data Scientist	Complex Problem Solving, Data Governance, Data Analysis, Machine Learning, TensorFlow, Numpy, Python, Pandas, Power BI, Azure Databricks, Agile Methodology, Forecasting, Business Strategy, Analytical Thinking, Articulate Technical Information, Attention to Detail, Model Explainability Techniques, Predictive Modeling, Statistical Analysis, Machine Learning Lifecycle	57567	3243	63
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	694
Site	V	Digital Content Manager	Health Information Manager	Applied Science, Management Information Systems, Project Management, Multitasking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Verbal Communication, Content Management, New Media Literacy, Customer Relations	35979	1614	1232
Site	V	Director Life Cycle Management	Supply Chain Manager	Logistical Planning, Process Engineering, Strategic Planning, Supply Chain Leadership, Managerial Accounting, Business Operations, Business Strategy, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Team Building, Negotiation	44727	1711	1321
Site	V	Director Personnel Management	Hr Director	Human Resource Management, Organizational Development, Management of Personnel Resources, Strategic Planning, Data Monitoring, Leadership, Project Management, Creative Thinking, Critical Thinking, Collaboration	33525	1706	1307
Site	V	Director Product Management	Director Of Product Management	Product Management, Product Strategy, Strategic Planning, Business Management, Business Strategy, Process Engineering, Research and Development, LEAN Manufacturing, Project Management, Critical Thinking, Complex Problem Solving, Presentations	39576	1433	1277
Site	V	Enterprise Architect	Enterprise Data Architect	Cloud Infrastructure, ERP Cloud Development, Systems Design, Systems Evaluation, IT Security Development, Management Information Systems, Technology Leadership, Articulate Technical Information, Azure Cloud, Project Management, Team Building, Critical Thinking	38595	2423	1334
Site	V	Enterprise Architect	Enterprise Platform Lead	ERP Systems, SAP, EWM, S/4 HANA, Logistical Planning, Inventory Management, KOL Leadership, Managerial Accounting, Social Perceptiveness, System Design Strategy, Systems Architecture, Critical Thinking, Business Management, Complex Problem Solving, Articulate Technical Information, Analytical Thinking, Judgment and Decision Making, Systems Deployment, Process Innovation, Process Modeling	65088	2679	188
Site	V	Food Safety Director	Director Food Safety Operations	Warehouse Operations, Program Management, Program Development, Strategic Planning, Safety Leadership, Safety Compliance, Safety Audit, FDA Inspections, Risk Management, Service Incident Response, Product Testing, KPI Analysis, Trend Analysis, Research Emerging Trends, Policy Training, Regulatory Compliance, Judgment and Decision Making, Critical Thinking, Intuitive Problem Solving, Negotiation	53316	2642	55
Site	V	General Counsel Attorney	Compliance Attorney	Analytical Thinking, Judgment and Decision Making, Risk Management, Trade Compliance, Legal Counseling, Legal Leadership, Legal Research, Accountability, Continuous Improvement, Contract Administration, Cross Cultural Communication, Strategic Planning, Ethical Compliance, Public Relations, Complex Problem Solving, Business Management, Critical Thinking, Articulate Technical Information, Negotiation	58302	2822	66

(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.