Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Manager Strategic Partnerships	Partner and Program Manager	Business Management, Strategic Partnering, Strategic Communications, KOL Leadership, Critical Thinking, Judgment and Decision Making, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Negotiation, Attention to Detail, Program Management, Project Management, Financial Services, Regulatory Compliance, Contract Administration, Product Strategy, Technical Documentation, Accountability	49117	3104	37
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	1758
Site	III	Packaging Engineer	Packaging Engineer	Analytical Thinking, Intuitive Problem Solving, Management of Material Resources, Materials Engineering, Packaging Engineering, Process Experimentation, Sustainability Frameworks, Project Management, Internal Collaboration, Negotiation, SME Communication, Cost Accounting, Attention to Detail, Product Design Strategy, Judgment and Decision Making, Research Emerging Trends, Regulatory Compliance, Product Development	30669	2295	532
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	891
Site	III	Software Engineer	OS Internals Software Engineer	Systems Development, Product Evaluation, Computational Thinking, Collaboration, Intuitive Problem Solving, C Programming, Android, Java, iOS System, Device Management, Linux, Android JNI, AOSP, Windows OS	6853	115	1026
Site	IV	Industrial-Organizational Psychologist	Organizational Development Consultant	Management of Personnel Resources, Behavioral Management, Psychological Evaluation, Ethical Compliance, Articulate Technical Information, Complex Problem Solving, Analytical Thinking, Judgment and Decision Making, Organizational Development, Business Operations, Social Perceptiveness	33202	1041	1856
Site	IV	Organizational Effectiveness Partner	Organizational Development Consultant	Organizational Development, Technology Leadership, Leadership Development, Evaluate Performance, Human Resource Management, Learning Strategies, Visual Communication, Critical Thinking, Team Building, Articulate Technical Information, Internal Collaboration, Intuitive Problem Solving, Social Perceptiveness, Mentoring, Research Emerging Trends, Persuasion	39235	2147	685
Site	II	Optical Engineer	Optical Engineer	Systems Design, Systems Architecture, Engineering, Data Interpretation, Virtualization Technology, Data Analysis, Augmented Reality, Complex Problem Solving, Machine Learning, Statistical Analysis, Collaboration, Applied Science, Research Emerging Trends, Articulate Technical Information, Technical Writing, Analytical Thinking	10642	207	843
Site	II	Operations Research Analyst	Operations Research Analyst	Mathematics, Statistical Analysis, R Programming, Data Monitoring, Data Analysis, Data Visualization, Python, Report Writing, Critical Thinking, Ethical Compliance, Judgment and Decision Making	7590	125	1914
Site	I	General and Operations Manager	Operations Manager	Leadership, Managerial Finance, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Training, Ethical Compliance, MS Office, Business Operations	3213	136	2067
Site	IV	AI Engineer	Onboard Embodied Engineer	Data Modeling, LLM Design, Machine Learning, Technology Strategy, Engineering Management, Technology Leadership, Digital Compliance, Computational Thinking, Critical Thinking, Complex Problem Solving, Ethical Compliance, Mentoring, Python, PyTorch, TensorFlow	34659	2462	776
Site	IV	Product Manager	Offers Product Development Manager	Customer Acquisition, Product Strategy, Programmatic Advertising, API Development, AdTech Industry, UI Design, Product Lifecycle Management, Optimization Strategies, Internal Collaboration, Judgment and Decision Making, Critical Thinking, Articulate Technical Information, Research Emerging Trends, KPI Analysis, User Onboarding, SDK Integrations, BRDs/PRDs, Product Storytelling, GDPR/CCPA/TCF, Complex Problem Solving	45921	2787	85
Site	II	Cybersecurity Engineer	Network Security Engineer	JS Angular, MS SQL Server, Jenkins, DevSecOps, CI/CD, MS Azure, RxJS/NgRx, Complex Problem Solving, TypeScript, HTML 5, Agile Methodology, Continuous Improvement, Security Incident Response, Cybersecurity Threat Modeling, Manage Cyber Security Threats, Software Application Lifecycle, Software Development	9742	240	424
Site	II	Network Security Engineer	Network Security Engineer	Cybersecurity Threat Modeling, Network Infrastructure, Technical Documentation, Network Routing Protocols, Network Security Audit, Security Incident Response, Technical Risk Assessment, Cloud Infrastructure, Micro Segmentation, Computational Thinking, Accountability, Research Emerging Trends, Intuitive Problem Solving, Internal Collaboration, ASP .Net, C#, JIRA, Python	10432	196	684
Site	II	Network Engineer	Network Production Engineer	Network Infrastructure, Network Routing Protocols, Systems Administration, Automation Testing, Security Incident Response, Data Center Infrastructure, Analytical Thinking, Complex Problem Solving, Troubleshooting, Mentoring, Python, Juniper	22652	2696	895
Site	V	Network Engineer	Network Engineer	Network Infrastructure, Systems Deployment, Installation, Juniper, Network Routing Protocols, Network Device Management, Electrical Engineering, Technical Documentation, Policy Adherence, Technical Support, Network Engineering, Intuitive Problem Solving, Attention to Detail, Analytical Thinking, Accountability, Regulatory Compliance	47427	2352	587
Site	I	Mobile Software Developer	Mobile Developer	Programming, Unit Testing, Javascript, Java, React JS, IT Security, Website Development, Collaboration, Analytical Thinking, Agile Methodology, Computational Thinking, Intuitive Problem Solving	3987	127	1401
Site	II	Software Quality Engineer	Mobile Application Quality Engineer	Quality Control Analysis, Software Testing, Database Audit, Automation Testing, Unit Testing, Appium , Android , IOS Development, Computational Thinking, Analytical Thinking, Intuitive Problem Solving, SQL Programming, Jenkins, JIRA, iOS System, Java, Kotlin	8815	158	789
Site	III	Software Quality Engineer	Mobile Application Quality Engineer	Software Application Lifecycle, Unit Testing, Mobile UX Design, Software Testing, Android Studio, A/B Testing, IOS Development, Fault Incident Response, Quality Control Analysis, Computational Thinking, Mobile QA, Kobiton, Intuitive Problem Solving, Mentoring, Android, Xcode, Agile Methodology, Appium, Confluence	28824	3175	37
Site	IV	Machine Learning Engineer	MLOps Platform Engineer	MLOps, Azure Databricks, Machine Learning, Data Modeling, Python, TensorFlow, Jenkins, CI/CD, Azure DevOps, Computational Thinking, Analytical Thinking, Complex Problem Solving, Numpy, Pandas, Scikit-learn, Unity Catalog, Internal Collaboration, Data Monitoring, Research Emerging Trends, Kubernetes	39821	2554	524

(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.