Tier	Title	Position	Skills	Prior	Year 1	Views
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	39964	2109	242
Site	I	Hardware Engineer	Silicon Hardware Engineer	Engineering Design, Systems Architecture, AI Hardware Design, Software Development, Software Testing, Data Analysis, Intuitive Problem Solving, Critical Thinking, Computational Thinking, Teamwork	7165	172	408
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Systems Architecture, System Design Strategy, Process Management, Data Modeling, ML Fault Tolerance, CI/CD, Chaos Engineering, Digital Compliance, Analytical Thinking, Complex Problem Solving, Python, InfluxDB, TensorRT, PyTorch, Kubernetes, Elastic Stack	31242	1924	245
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	12127	174	232
Site	I	Software Developer	Site Reliability Engineer	Quality Control Analysis, Ethical Compliance, Cloud Computing, Unit Testing, Troubleshooting, Analytical Thinking, Articulate Technical Information, Technology Design, Intuitive Problem Solving	3609	88	1407
Site	I	Social Media Strategist	Social Media Strategist	Social Media Marketing, Digital Communication Strategy, Social Media Networking, Marketing Campaigning, Content Management, Content Creation, Community Building, Project Management, Creative Thinking, Problem Solving, Internal Collaboration, Accountability, Attention to Detail	4443	152	255
Site	III	Software Engineer	Software Development Engineer	Software Development, Define System Requirements, Analytical Thinking, Judgment and Decision Making, Computational Thinking, Software Application Lifecycle, Software Testing, C#, Java, Python, Ruby, Automation Testing, Agile Methodology, TypeScript, React JS, Azure Cloud, CI/CD, Intuitive Problem Solving, Data Monitoring	32642	2554	89
Site	V	Software Engineering Manager	Software Engineering Manager	Software Development, Management of Personnel Resources, Engineering Management, Technology Leadership, Project Management, Cloud Infrastructure, Continuous Improvement, Scala, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Team Building, Internal Collaboration, Java, Amazon AWS, REST API	49554	2288	191
Site	V	Lead Software Engineer	Software Product Manager	Articulate Technical Information, Complex Problem Solving, Technology Leadership, Product Management, Project Coordination, Programming, Systems Architecture, System Design Strategy, Team Building, Engineering Management, Mentoring, Analytical Thinking, Research Emerging Trends, Product Strategy	41376	1314	406
Site	V	Product Manager	Software Product Manager	Technology Leadership, Strategic Planning, Product Management, Product Strategy, Project Coordination, Product Design, Quantitative Analysis, Critical Thinking, Judgment and Decision Making, Resiliency, Team Building, Internal Communication, Research Emerging Trends, A/B Testing, Engineering Management	42603	2495	447

(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.