Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Software Engineer	Middleware Engineer	Systems Administration, Management Information Systems, Programming, Project Coordination, Analytical Thinking, Critical Thinking, Technical Support, Troubleshooting	3030	68	1064
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Project Management, Product Design, Machine Learning, Data interpretation, Database Systems Knowledge, Data Monitoring, Predictive Modeling, Process Modeling, Python, Software Testing, Technology Leadership, PyTorch, Complex Problem Solving, Analytical Thinking, Statistical Analysis	19234	2783	156
Site	I	Mobile Software Developer	Mobile Developer	React JS, Unit Testing, Javascript, Java, Programming, Website Development, Agile Methodology, IT Security, Collaboration, Analytical Thinking	956	119	544
Site	II	Senior Network Engineer	Network Production Engineer	Automation Testing, Network Infrastructure, Data Center Infrastructure, Security Incident Response, Troubleshooting, Complex Problem Solving, Mentoring, Python, Network Routing Protocols, Juniper, Analytical Thinking, Systems Administration	6038	134	124
Site	I	General and Operations Manager	Operations Manager	Training, Leadership, Ethical Compliance, Critical Thinking, Managerial Finance, Microsoft Office	769	63	1190
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	1751	129	924
Site	II	Optical Engineer	Optical Engineer	Augmented Reality, Virtualization Technology, Systems Design, Systems Architecture, Research Emerging Trends, Data Analysis, Data interpretation, Analytical Thinking, Complex Problem Solving, Collaboration, Statistical Analysis, Machine Learning, Articulate Technical Information, Technical Writing, Applied Science, Engineering	4797	379	114
Site	IV	Industrial-Organizational Psychologist	Organizational Development Consultant	Management of Personnel Resources, Behavioral Management, Psychological Evaluation, Ethical Compliance, Articulate Technical Information, Complex Problem Solving	4019	2250	982
Site	III	Software Engineer	OS Internals Software Engineer	Systems Development, C Programming, Product Evaluation, Collaboration, Device Management, Computational Thinking, Problem Solving, iOS System, Android, Linux, Java, Windows OS, AOSP, Android JNI	2406	168	132
Site	V	Packaging Commodity Manger	Packaging Commodity Manager	Packaging Engineering, Asset Resource Management, Managerial Accounting, Managerial Finance, Supply Chain Leadership, Contract Writing, Negotiation, Commodity Management, Product Management, Product Pricing Analysis	27284	1671	134

(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.