Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Data Scientist	Senior Data Scientist	Forecasting, Strategic Planning, Data interpretation, Data Analysis, Teamwork, Attention to Detail, Quantitative Analysis, SQL Coding, MS Excel	4995	1833	884
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Network Infrastructure, Information Security Management, Data Analysis, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	3836	1829	965
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	666
Site	III	Product Manager	Senior Product Manager	Software Development, Product Development, Project Management, Product Management, Product Design, Product Strategy, Marketing Coordination, Complex Problem Solving, Judgment and Decision Making, Critical Thinking, UI Testing, Manage Cyber Security Threats	13910	1825	687
Site	II	Machine Learning Research Scientist	Research Scientist ML Graphics	C Programming, Python, PyTorch, Graphic Algorithmic Development, OpenGL, Vulkan, Directx, Applied Mathematics, Machine Learning, GPU Architecture, Novel Thinking, Computational Thinking, Analytical Thinking, Research Emerging Trends, Research and Development	1930	1807	66
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	810
Site	V	Senior Director Personnel Management	Hr Director	Human Resource Management, Management of Personnel Resources, Project Management, Strategic Planning, Leadership, Organizational Development, Data Monitoring, Creative Thinking, Critical Thinking, Collaboration	11784	1798	700
Site	III	Manager Packaging Development	Packaging Manager	Packaging Engineering, Quality Control Analysis, Project Management, Complex Problem Solving, Compliance, Leadership, Team Building, Troubleshooting, Prototyping, Management of Material Resources, Analytical Thinking, Management of Personnel Resources	6776	1778	712
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	68
Site	II	Product Development Enginner	Product Development Engineer	Mechanical Engineering, Product Design, Product Strategy, Product Development, Complex Problem Solving, Statistical Analysis, SolidWorks, Engineering Design, Critical Thinking, Prototyping	10088	1741	695

(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.