Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Marketing Manager	Marketing Coordinator	Promotion, Brand Marketing, Marketing Coordination, Event Marketing, Editing Promotional Materials, Creative Thinking, Web Design, Public Relations, Content Management, Intuitive Problem Solving	7562	148	882
Site	V	Supplier Quality Engineer	Supplier Quality Engineer	Electrical Application, Process Engineering, Product Auditing, Quality Control Analysis, Technology Leadership, Electrical Engineering, Diagnose GPUs, Analytical Thinking, Complex Problem Solving, Data Analysis, Troubleshooting	38676	2222	860
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Complex Problem Solving, Project Management, Compliance, Leadership, Management of Personnel Resources, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Judgment and Decision Making	24370	1606	1186
Site	III	Tax Asset Manager	Tax Manager	Accounting, Account Reconciliation, Account Analysis, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Attention to Detail, Technical Writing, Negotiation, Collaboration, Critical Thinking	21188	1314	1119
Site	III	Product Test Technician	Product Tester	Laboratory Testing, Applied Science, Operations Management, Process Experimentation, Quality Control Analysis, Chemometric Analysis, Chemometric Modeling, Risk Analysis, Strategic Planning, Statistical Process Control, Technical Documentation, Safety Compliance, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Accountability, Ethical Compliance	36268	2641	63
Site	V	Procurement Operations Manager	Procurement Manager	Procurement, Logistical Planning, Supply Chain Leadership, Program Development, Project Management, Judgment and Decision Making, Articulate Technical Information, Systems Design, Systems Evaluation, Data Monitoring, Process Modeling, Analytical Thinking, Critical Thinking	46689	1711	1129
Site	IV	Data and Insights Manager	Data Science and Analytics Manager	Data Analysis, Predictive Modeling, Data Governance, Critical Thinking, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Research Emerging Trends, Machine Learning, KOL Leadership, Team Building, Business Operations, Judgment and Decision Making, Process Modeling, Managerial Accounting, Tableau, Python, Business Strategy	47517	2839	86
Site	III	Applications Developer	Application Developer	Programming, Judgment and Decision Making, Intuitive Problem Solving, Accountability, Systems Development, Analytical Thinking, Systems Analysis, Technical Documentation, Software Development, Systems Architecture, Software Testing, Troubleshooting, Team Building, SME Communication, Digital Compliance	26279	2206	64
Site	I	Software Developer	Cyber Security Engineer	IT Infrastructure, IT Security Development, Network Infrastructure, SQL Coding, Cloud Computing, Analytical Thinking, Team Building, Java, Python	3312	110	1365
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design, Predictive Modeling, Software Testing, Statistical Analysis, Database Systems Knowledge, Project Management, Technology Leadership, Analytical Thinking, Complex Problem Solving, Python, PyTorch, Computational Thinking	43302	2899	422

(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.