Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Product Marketing Manager	Product Director	Project Management, Technology Leadership, Team Building, Collaboration, Judgment and Decision Making, Business Strategy, B2B Marketing, Creative Thinking	5280	2069	552
Site	IV	Senior Interaction Designer	Interactive Designer	Human Computer Interaction, UX Design, Product Discovery, Product Design, Visual Design, Prototyping, Collaboration, Creative Thinking, Product Strategy	5465	1964	665
Site	II	GPU Software Development Engineer	GPU Software Developer	Python, TensorFlow, DirectML, CI CD Pipeline, SQL Programming, Collaboration, AI Applications, Teamwork, Intuitive Problem Solving, Computational Thinking, Analytical Thinking	5597	2401	135
Site	IV	Corporate Payroll Manager	Payroll Manager	Business Management, Business Strategy, Accounting, Accounting Information Systems, Leadership, Team Building, Ethical Compliance, Account Reconciliation, Project Management, Organizational Development	5614	512	1008
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	5721	359	1081
Site	III	Database Architect	Database Architect	Database Design, Data interpretation, Quality Control Analysis, MS SQL Server, SQL Programming, Project Management, Analytical Thinking, Critical Thinking	5961	2810	1041
Site	IV	Mechanical Engineer	Product Design Engineer	Engineering, Technical Writing, Attention to Detail, Mechanical Reasoning, Quality Control Analysis, Report Writing	6019	1658	927
Site	II	Senior Network Engineer	Network Production Engineer	Automation Testing, Network Infrastructure, Data Center Infrastructure, Security Incident Response, Troubleshooting, Complex Problem Solving, Mentoring, Python, Network Routing Protocols, Juniper, Analytical Thinking, Systems Administration	6038	134	124
Site	IV	Senior Cybersecurity Engineer	Senior Cybersecurity Engineer	Data Science, Software Development, Computer Architecture, Computational Thinking, Cybersecurity Threat Modeling, Cybersecurity Audit, Complex Problem Solving, Analytical Thinking, Ethical Compliance, Network Infrastructure, Teamwork	6091	1500	547
Site	IV	Software Quality Engineering Lead	Software Quality Assurance Engineer	Unit Testing, Quality Control Analysis, Product Evaluation, Technical Writing, Process Modeling, Network Infrastructure, Linux, Windows OS, Python, Java, Operating Systems Management, Collaboration, Automation Testing, Software Testing	6219	1506	773

(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.