Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Infrastructure Engineer	Datacenter Infrastructure Engineer	Data Center Infrastructure, Analytical Thinking, Judgment and Decision Making, Troubleshooting, Systems Architecture, System Design Strategy, System Monitoring, Database Systems Knowledge, System Verification Strategy, Data Verification, Internal Collaboration, Technical Support, Technical Documentation, VMware, Research Emerging Trends, HyperFlex, System Security, Complex Problem Solving, Network Infrastructure	33914	2617	220
Site	IV	Research Manager	Research Manager	Risk Management, Strategic Partnering, AI Applications, Machine Learning, Research Leadership, Cloud Infrastructure, Management of Personnel Resources, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Negotiation, Research Emerging Trends	33859	2133	1029
Site	III	Business Systems Analyst	Business Systems Analyst	Project Management, Business Management, Judgment and Decision Making, Articulate Technical Information, Complex Problem Solving, User Acceptance Testing, System Verification Strategy, Quality Control Analysis, Technical Documentation, Security Audit, Contract Administration, Mentoring, Researching, Regulatory Compliance, Define System Requirements, Cost Accounting, SME Communication, Data Modeling, Critical Thinking, Client Relationship Building	33596	2393	129
Site	III	Data and Insights Analyst	Digital Insights Analyst	Business Storytelling, Analytical Thinking, Data Visualization, Data Analysis, Data Governance, Internal Collaboration, Adobe Analytics, Power BI, Research Emerging Trends, Report Writing, UI Design, Product Strategy, SME Communication, Articulate Technical Information, Statistical Modeling, Statistical Analysis, R Programming, KPI Analysis, NoSql, Python	33596	2649	199
Site	III	Ecommerce Brand Manager	Ecommerce Manager	Analytical Thinking, Intuitive Problem Solving, Data Monitoring, Data Interpretation, E Commerce, Digital Communication Strategy, Measure Digital Engagement, SEO Analytics, Management of Personnel Resources, SME Communication, Amazon Seller Central, Sales Strategy, Sales Forecasting, CPG Industry, Internal Collaboration, Research Emerging Trends, Reputation Management, Judgment and Decision Making, Customer Relations, Product Branding	33596	3153	137
Site	III	Quality and Safety Communications Manager	Scientific Communications Manager	Creative Thinking, Articulate Technical Information, Internal Collaboration, Strategic Partnering, Communication Strategy, Research and Development, Judgment and Decision Making, Report Writing, Digital Communication Strategy, Intuitive Problem Solving, Attention to Detail, Public Relations, Scientific Reasoning, Professional Communication, Critical Thinking, Ethical Compliance, Data Visualization	33532	2347	125
Site	V	Director Personnel Management	Hr Director	Human Resource Management, Organizational Development, Management of Personnel Resources, Strategic Planning, Data Monitoring, Leadership, Project Management, Creative Thinking, Critical Thinking, Collaboration	33525	1706	1370
Site	IV	Cybersecurity Engineer	Senior Cybersecurity Engineer	Computer Architecture, Cybersecurity Audit, Cybersecurity Threat Modeling, Network Infrastructure, System Security, Software Development, Data Science, Analytical Thinking, Computational Thinking, Complex Problem Solving, Ethical Compliance, Teamwork	33421	2057	1083
Site	IV	Design Verification Engineer	Design Verification Engineer	Engineering Design, Quality Control Analysis, Automation Testing, Systems Evaluation, Systems Design, SOC Design, SOC Architecture, Intuitive Problem Solving, Articulate Technical Information, Project Management, Internal Communication, SystemVerilog, Analytical Thinking, Critical Thinking	33278	2241	643
Site	IV	Financial and Investment Analysts	Investment Banking Associate	Strategic Planning, Financial Analysis, Product Strategy, Managerial Accounting, Process Modeling, Organizational Development, Data Interpretation, Data Visualization, Report Writing, Analytical Thinking, Articulate Technical Information	33202	1238	1696

(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.