Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Bioengineer	Biological Scientist	Biological Engineering, Bioreactor Engineering, Bioprocess Design, Technical Writing, Quantitative Analysis, Complex Problem Solving, MS Excel, Data Visualization, Data Analysis	5190	889	1106
Site	V	Senior AI Software Engineer	AI Engineer	C Programming, Java, Python, Machine Learning, AI Applications, Unit Testing, Quality Control Analysis, Collaboration, LLM Design, Computer Vision, Natural Language Processing	22103	1725	696
Site	I	Biological Quality Control Analyst	Quality Control Chemist	Bioprocess Design, Technical Writing, Ethical Compliance, Problem Solving, Quality Control Analysis, Analytical Thinking, Biology, Chemistry	671	58	958
Site	III	Information Technology Strategy Consultant	Information Technology Director	Business Development, Sales, Business Management, Product Branding, Negotiation, Customer Relations, Continuous Improvement, Project Coordination, Leadership, Team Building, Critical Thinking, Research Emerging Trends, Novel Thinking, Intuitive Problem Solving, Cybersecurity Threat Modeling, AI Applications	16919	1595	75
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	64
Site	IV	Principal Prototype Engineer	Prototype Engineer	C Programming, Java, Python, Javascript, Software Development, Database Systems Knowledge, C#, Collaboration, Product Design, Prototyping, UI Testing, Troubleshooting, Product Evaluation, Creative Thinking, Critical Thinking	11529	1826	889
Site	II	Cost Engineer	Cost Engineer	Materials Engineering, Management of Material Resources, Cost Accounting, Statistical Analysis, Account Management, Analytical Thinking, Internal Communication, Data Analysis, Data Monitoring, Data Governance, Database Design, Project Coordination, Conflict Resolution, SQL Programming, Python, Power BI	3627	162	71
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	783
Site	IV	Marketing Strategy and Operations Manager	Digital Marketing Strategist	Marketing Strategy, Marketing Coordination, Marketing Campaigning, Product Strategy, Operations Management, Technology Leadership, Business Management, Process Management, Evaluate Performance, Analytical Thinking, Critical Thinking, Negotiation, Articulate Technical Information, Complex Problem Solving, Prioritizing	68869	1548	74
Site	IV	Senior Network Engineer	Senior Network Engineer	Automation Testing, Unit Testing, Network Infrastructure, Analytical Thinking, Articulate Technical Information, Systems Design, Database Systems Knowledge, IT Security Development, Training, Project Coordination, Security Management Strategy	6975	2302	678

(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.