Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Data Modeling, Kubernetes, Systems Architecture, System Design Strategy, PyTorch, CI/CD, Python, TensorRT, InfluxDB, Elastic Stack, Chaos Engineering, ML Fault Tolerance, Process Management, Complex Problem Solving, Analytical Thinking, Digital Compliance	37660	1659	122
Site	II	Site Reliability Engineer	Site Reliability Engineer	Automation Testing, Database Design, Fault Incident Response, Programming, Quality Control Analysis, Software Application Lifecycle, Software Testing, Systems Architecture, Google Cloud Platform, Golang, OpenTelemetry , Splunk, Analytical Thinking, Intuitive Problem Solving, Troubleshooting, Java, React JS	12018	174	92
Site	IV	SEO Manager	Seo Manager	B2B Marketing, SEO Analytics, Data Analysis, Product Discovery, Product Evaluation, UX Design, Project Management, Internal Collaboration, Analytical Thinking, Critical Thinking, Articulate Technical Information, Attention to Detail, Prioritizing, JIRA, Workfront, Adobe Analytics, Deep Crawl, Ahrefs	48640	1834	116
Site	III	Senior UX Designer	Ux Designer	Prototyping, Adobe Suite, UX Design, Process Modeling, Computational Thinking, User Interface Design, Human Computer Interaction, Problem Solving, Mentoring, Product Management	19992	1806	1096
Site	V	Senior Supply Chain Manager	Supply Chain Management	Strategic Sourcing, Logistical Planning, Forecasting, Strategic Planning, Managerial Accounting, Inventory Management, Continuous Improvement, risk management, Operations Management, Complex Problem Solving, Data Monitoring	36540	1950	996
Site	III	Senior Software Engineer	Frontend Web Developer	Javascript, React JS, Adobe Experience Manager, Software Testing, Troubleshooting, Web Design, HTML 5, Systems Architecture, Creative Thinking, UI Design, REST API, GraphQL, CSS, Unit Testing	29176	1560	166
Site	III	Senior Software Developer	Lead Software Engineer	C#, Javascript, HTML 5, CSS, JS Angular, Analytical Thinking, IT Infrastructure, UI Design, MS SQL Server, Project Management	12376	2996	1277
Site	IV	Senior Safety Engineer	Hardware Engineer	Electrical Engineering, Electrical Safety, Electrical Systems, Quality Control Analysis, Project Management, Technology Leadership, Data Monitoring, Data Modeling, SOC Architecture, Complex Problem Solving, Digital Compliance, Mentoring, SOC Design, FMEDA, Ethical Compliance	47200	1834	127
Site	V	Senior Robotics Engineer	Robotics Engineer	Electrical Engineering, Articulate Technical Information, Technology Leadership, Research Emerging Trends, Product Strategy, Robotics Engineering, Computational Thinking, Complex Problem Solving, Unit Testing, Quality Control Analysis, Systems Evaluation, Mechanical Engineering, Machine Learning, Robot Operating System, Nav2	47700	1256	140
Site	IV	Senior Research Program Manager	Senior Program Manager	Business Management, Research Leadership, Product Design Strategy, Leadership, Project Management, Product Management, Risk management, AI Applications, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Negotiation, Persuasion, JIRA, Internal Collaboration, Analytical Thinking	48640	1516	127

(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.