Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Technical Program Manager	Data Program Manager	Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Technology Leadership, Research Emerging Trends, Negotiation, Data Governance, Project Management, Policy Management, Managerial Accounting, Systems Architecture, Business Management, Business Operations, Management of Personnel Resources, Quantitative Analysis, Process Innovation, Ethical Compliance	61326	2341	255
Site	IV	Data Analytics Lead	Advanced Analytics Analyst	Analytical Thinking, Quantitative Analysis, Predictive Modeling, Articulate Technical Information, Sales Forecasting, Data Governance, Data Analysis, Cloud Infrastructure, Statistical Modeling, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Negotiation, Internal Collaboration, SAS, Oracle Exadata, SQL Programming, Power BI, Python	48026	2633	368
Site	I	Biological Quality Control Analyst	Quality Control Chemist	Bioprocess Design, Quality Control Analysis, Biology, Chemistry, Analytical Thinking, Problem Solving, Ethical Compliance, Technical Writing	3252	93	1463
Site	III	Manufacturing Supervisor	Manufacturing Supervisor	Management of Personnel Resources, Operations Management, Safety Audit, Project Coordination, Quality Control Analysis, Leadership, Accountability, Intuitive Problem Solving, Training, Team Building, Verbal Communication, Compliance, Customer Relations, Ethical Compliance, Scheduling, Critical Thinking	26979	2479	450
Site	III	Engineering Manager	Engineering Project Manager	Engineering Management, Materials Engineering, Product Strategy, Leadership, Managerial Accounting, Product Design Strategy, Project Management, Engine Configuration, Critical Thinking, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Team Building, Mentoring, Negotiation	27551	2077	395
Site	IV	Android Developer	Senior Android Developer	Java, Kotlin, API Development, Android Studio, Android App Design, HTML 5, SCRUM, Construct Data Structures, Computational Thinking, Complex Problem Solving, Software Development	24777	2035	1611
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	Machine Learning, Graphic Algorithmic Development, Research and Development, Applied Mathematics, GPU Architecture, Directx, OpenGL, Vulkan, Computational Thinking, Analytical Thinking, Novel Thinking, Research Emerging Trends, C Programming, Python, PyTorch	21698	1807	677
Site	III	Software Engineer	Senior Software Engineer	Amazon AWS, Customer Relations, Process Management, Research Emerging Trends, Judgment and Decision Making, System Design Strategy, Vendor Management, Feasibility Assessments, Team Building, Technical Support, Critical Thinking, Intuitive Problem Solving, Attention to Detail, Accountability, System Verification Strategy, Mentoring, AI Applications Design, Data Modeling, Mongo DB, REST API	30542	2414	284
Site	V	Mathematical Science Teacher, Postsecondary	Mathematics Professor	Applied Mathematics, Mathematical Modeling, Mathematics, Teaching, Lecturing, Curriculum Development, Computational Thinking, Statistical Analysis, Training, Critical Thinking	29601	2060	1320
Site	IV	Integrity Solutions Engineer	Integration Engineer	Digital Compliance, Product Management, Product Strategy, Ethical Compliance, Public Policy, Digital Auditing, Legal Reasoning, Critical Thinking, Complex Problem Solving, Software Development, Python, Java, REST API, Cloud Infrastructure	30954	1056	608

(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.