Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Software Engineer	Software Engineer	JIRA, Software Application Lifecycle, API Development, Kubernetes, Python, SpringBoot, OpenShift, ServiceNow, Agile Methodology, Technology Design, Technology Leadership, Define System Requirements, Vendor Management, Mentoring, System Design Strategy, Quality Control Analysis, User Access Management, Analytical Thinking, Intuitive Problem Solving, Internal Collaboration	31306	3130	393
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	600
Site	III	Software Developer	Software Developer	JS Angular, CSS, HTML 5, Javascript, TypeScript, React JS, API Development, Python, ASP .Net, MS SQL Server, SCRUM, MongoDB, NodeJS, Amazon AWS, Software Development, UI Design, Computational Thinking, Intuitive Problem Solving, Unit Testing	28570	2793	76
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	717
Site	IV	Social Media Strategist	Social Media Manager	Digital Communication Strategy, Measure Digital Engagement, Product Branding, Product Strategy, Social Media Marketing, Business Storytelling, Social Media Conversing, KPI Analysis, CMS Administration, Project Management, Critical Thinking, Analytical Thinking, Intuitive Problem Solving, Judgment and Decision Making, Social Media Networking, Report Writing, Attention to Detail, Internal Collaboration, Research Emerging Trends	45993	2487	365
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	659
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	694
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	1912
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	892
Site	III	Sales Manager	Service Sales Manager	Sales Strategy, Sales, Attention to Detail, Intuitive Problem Solving, Team Building, Accountability, Negotiation, Customer Relations, Ethical Compliance, MS Excel, Confidential Communication, Policy Adherence, Product Pricing Analysis, Sales Bidding, Internal Collaboration, Sales Leadership, Analytical Thinking, Judgment and Decision Making	26897	2584	80
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	678
Site	III	Marketing SEO Analyst	SEO Analyst	Marketing, Customer Acquisition, SEO Analytics, SEO Optimization, Hospitality Industry, Airtable, Vendor Management, Project Coordination, Analytical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Attention to Detail, Agentic AI, Cross Cultural Communication, Adobe Analytics, SEOClarity, Conductor, User Onboarding, Continuous Improvement, Data Analysis	32069	3373	7
Site	III	UX Researcher	Senior UX Researcher	Human Computer Interaction, Mobile UX Design, Product Design Strategy, UX Design, Quantitative Analysis, Feasibility Assessments, Conduct Focus Groups, Project Management, Research Planning, E Commerce, Research and Development, Technical Documentation, Analytical Thinking, Product Storytelling, Conceptual Problem Solving, Judgment and Decision Making, New Media Literacy, Attention to Detail, Internal Collaboration, Negotiation	33087	3044	9
Site	III	UI Designer	Senior UI Designer	Product Design, Prototyping, UI Design, Content Creation, Mobile UX Design, Feasibility Assessments, Optimization Strategies, User Acceptance Testing, AI Applications, GenAI, Critical Thinking, New Media Literacy, Intuitive Problem Solving, Judgment and Decision Making, Attention to Detail, Accountability, Internal Collaboration, SME Communication, Adobe Creative Cloud, Figma	33087	2840	9
Site	III	Technology Risk Analyst	Senior Technology Risk Analyst	Risk Management, Technical Documentation, Digital Compliance, Customer Acquisition, Analytical Thinking, Judgment and Decision Making, Attention to Detail, Internal Collaboration, Risk Analysis, SOX Control Design, Policy Adherence, Process Innovation, Intuitive Problem Solving, Conflict Resolution, Continuous Improvement, Negotiation, Policy Analysis	30987	2533	75
Site	II	Technical Writer	Senior Technical Writer	Technical Writing, Articulate Technical Information, New Media Literacy, Verbal Communication, Project Management, Content Management, Presentations, Attention to Detail, Accuracy, Ethical Compliance, Analytical Thinking, Critical Thinking	7750	126	1689
Site	III	Technical Account Manager	Senior Technical Account Manager	Digital Compliance, Quantitative Analysis, Technical Support, Technology Leadership, Website Development, Computer Architecture, Agile Methodology, Critical Thinking, Customer Relations, Negotiation, Articulate Technical Information, Internal Collaboration, Intuitive Problem Solving, Conflict Resolution, REST API, Adobe Experience Cloud	32069	1644	742
Site	III	Tax Analyst	Senior Tax Analyst	Tax Compliance, Accounting, Risk Management, SAP, PeopleSoft, Account Auditing, Tax Research, Accounting Information Systems, Taxware, Vertex, MS Excel, Financial Reporting, Account Reconciliation, Financial Analysis, Analytical Thinking, Judgment and Decision Making, Intuitive Problem Solving, Attention to Detail, Accountability, Data Analysis	36141	2676	376
Site	III	Functional Systems Engineer	Senior Systems Engineer	Systems Development, Electrical Engineering, Continuous Improvement, Technical Documentation, Unit Testing, UX Design, Wireless Networks, MBSE, Project Management, Automotive Ethernet, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Team Building, C Programming, Python, FMEDA, CAN, LIN	31815	2415	647
Site	IV	Systems Engineer	Senior Systems Engineer	Security Management Strategy, Systems Architecture, Systems Design, Systems Evaluation, Define System Requirements, Engineering Management, Project Management, Technology Leadership, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Mentoring, Research Emerging Trends, Linux, Android, FMEDA	35097	2961	688

(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.