Tier	Title	Position	Skills	Prior	Year 1	Views
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	54791	1516	125
Site	V	Biological Scientist	Senior Scientist	Computational Biology, Collaboration, Cloud Computing, Python, Machine Learning, LLM Design, Continual Learning, Bioprocess Design, Biology, Complex Problem Solving, Articulate Technical Information	10969	2789	1003
Site	III	Functional Systems Engineer	Senior Systems Engineer	Systems Development, Electrical Engineering, Continuous Improvement, Technical Documentation, Unit Testing, Wireless Networks, MBSE, Project Management, Automotive Ethernet , CAN, LIN, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Team Building, UX Design, C Programming, Python, FMEDA	14088	1765	85
Site	IV	Systems Engineer	Senior Systems Engineer	Systems Design, Systems Architecture, Systems Evaluation, Define System Requirements, Internal Collaboration, Engineering Management, Research Emerging Trends, Technology Leadership, Mentoring, Critical Thinking, Complex Problem Solving, Articulate Technical Information, Project Management, Security Management Strategy, Linux, Android, FMEDA	66873	2173	134
Site	III	Technical Account Manager	Senior Technical Account Manager	Conflict Resolution, Negotiation, Digital Compliance, Articulate Technical Information, Critical Thinking, Technology Leadership, Technical Support, Adobe Experience Cloud, Intuitive Problem Solving, Internal Collaboration, Quantitative Analysis, Customer Relations, Computer Architecture, REST API, Agile Methodology, Website Development	27470	1326	144
Site	II	Technical Writer	Senior Technical Writer	Articulate Technical Information, Technical Writing, Project Management, Verbal Communication, Presentations, New Media Literacy, Attention to Detail, Accuracy, Content Management, Ethical Compliance	1815	118	942
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	50675	1834	114
Site	I	Hardware Engineer	Silicon Hardware Engineer	Software Testing, Data Analysis, Systems Architecture, AI Hardware Design, Software Development, Engineering Design, Critical Thinking, Computational Thinking, Teamwork, Intuitive Problem Solving	1842	169	254
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	25341	1659	118
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	5475	174	89

(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.