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	1267
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	299
Site	II	Software Quality Engineer	Mobile Application Quality Engineer	Database Audit, Unit Testing, JIRA, Software Testing, Appium , Jenkins, Kotlin, Java, SQL Programming, Automation Testing, Quality Control Analysis, IOS Development, iOS System, Android , Analytical Thinking, Computational Thinking, Intuitive Problem Solving	3887	167	110
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	704
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	252
Site	II	Network Security Engineer	Network Security Engineer	Network Security Audit, Network Routing Protocols, Technical Risk Assessment, Cybersecurity Threat Modeling, Network Infrastructure, Research Emerging Trends, Security Incident Response, Internal Collaboration, Technical Documentation, Intuitive Problem Solving, Computational Thinking, Accountability, Cloud Infrastructure, Micro Segmentation, Python, JIRA, C#, ASP .Net	5423	181	123
Site	IV	AI Engineer	Onboard Embodied Engineer	Machine Learning, Complex Problem Solving, LLM Design, Technology Leadership, Engineering Management, Mentoring, Ethical Compliance, Digital Compliance, Data Modeling, Python, PyTorch, TensorFlow, Technology Strategy, Critical Thinking, Computational Thinking	44984	1674	136
Site	I	General and Operations Manager	Operations Manager	Training, Leadership, Ethical Compliance, Critical Thinking, Managerial Finance, Microsoft Office	769	63	1375
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	1104
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	250

(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.