Tier	Title	Position	Skills	Prior	Year 1	Views
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	670
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	616
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	21
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	1721	116	845
Site	V	Product Manager	Software Product Manager	Product Design, Product Management, Product Strategy, Critical Thinking, Leadership, Team Building, Strategic Planning, Internal Communication, Judgment and Decision Making, Research Emerging Trends, Quantitative Analysis, Project Coordination, Resiliency	35736	2229	28
Site	II	Software Product Manager	Software Product Manager	Product Management, Software Development, Internal Communication, Collaboration, Video Conferencing, Product Strategy, Product Evaluation, Market Research Analysis, Judgment and Decision Making, Persuasion	2521	1563	436
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	633
Site	I	Software Quality Engineer	Software Quality Control Engineer	Linux, C Programming, Python, SQL Programming, Database Design, Network Infrastructure, CI CD Pipeline, Software Source Control, Teamwork, Data Analysis, Articulate Technical Information, Analytical Thinking, Programming, Quality Control Analysis	1583	215	21
Site	I	Software Tester	Software Test Engineer	Systems Evaluation, Software Development, Software Testing, Quality Control Analysis, Unit Testing, Analytical Thinking, Problem Solving	997	131	800
Site	II	IT Solutions Architect	Solutions Architect	Software Development, Data interpretation, Research Information, Quality Control Analysis, Data Visualization, Articulate Technical Information	1397	73	884

(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.