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, Intuitive Problem Solving	7402	130	1452
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	489
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	92
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	276
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	915
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	89
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	428
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	277
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	308
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	1572

(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.