Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Senior UX Designer	Ux Designer	Prototyping, Adobe Suite, UX Design, Process Modeling, Computational Thinking, User Interface Design, Human Computer Interaction, Problem Solving, Mentoring, Product Management	10277	1806	1024
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	22732	1678	69
Site	IV	Business Development Manager	Business Development Lead	Strategic Partnering, Product Strategy, Negotiation, Team Building, Public Relations, Technology Leadership, Shipley , Verbal Communication, Critical Thinking, Adaptability, Project Management, SOC Architecture	14032	1777	230
Site	III	Clinical Data Analyst	Clinical Data Analyst	Data Science, Data Analysis, Data interpretation, Programming, Systems Administration, Project Management, Managerial Accounting, Content Management, Training, Clinical Research, Statistical Analysis	4165	1560	883
Site	III	Life Scientist	Senior Consultant	Data Science, Data interpretation, Data Monitoring, Data Visualization, Database Systems Knowledge, Analytical Thinking, Complex Problem Solving, Ethical Compliance, Workday, Infor, Statistical Analysis	1506	2310	1223
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Project Management, Product Design, Machine Learning, Data interpretation, Database Systems Knowledge, Data Monitoring, Predictive Modeling, Process Modeling, Python, Software Testing, Technology Leadership, PyTorch, Complex Problem Solving, Analytical Thinking, Statistical Analysis	19234	2783	250
Site	II	Software Quality Assurance Analyst and Tester	Application Test Lead	Quality Control Analysis, Mongo DB, Oracle OSS, Software Testing, Troubleshooting, Technical Writing	1147	84	1191
Site	IV	Website Development Engineer	Lead Web Application Developer	Website Development, Project Management, Leadership, Research Emerging Trends, Team Building, Cloud Computing, CI/CD, Define System Requirements, Analytical Thinking, Intuitive Problem Solving, Kubernetes, SCRUM, ASP .Net, C#, JS Angular	36740	1813	82
Site	III	Data Scientist	Data Scientist	Data Analysis, Data interpretation, Data Visualization, SQL Coding, Data Monitoring, Statistical Analysis, Quantitative Analysis, Articulate Technical Information, Financial Analysis	4934	1525	1146
Site	IV	Senior Product Manager	Senior Product Manager	Product Strategy, Product Management, Product Design, Market Strategy, Market Research Analysis, Articulate Technical Information, Business Storytelling, Data Visualization, Technology Leadership, Internal Communication, Critical Thinking, Research Emerging Trends, Quantitative Analysis, Team Building	31927	1347	92

(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.