Tier	Title	Position	Skills	Prior	Year 1	Views
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	486
Site	V	Sales and Training Manager	Global Sales and Training Manager	Sales Strategy, Sales Planning, Training, Content Management, B2B Marketing, Marketing Coordination, Management Information Systems, Leadership, Social Perceptiveness, Cultural Understanding, Critical Thinking, Articulate Technical Information, Data interpretation, Research Emerging Trends	36798	906	485
Site	III	Software Engineer	OS Internals Software Engineer	Systems Development, C Programming, Product Evaluation, Collaboration, Device Management, Computational Thinking, Problem Solving, iOS System, Android, Linux, Java, Windows OS, AOSP, Android JNI	6853	115	483
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design, Predictive Modeling, Software Testing, Statistical Analysis, Database Systems Knowledge, Project Management, Technology Leadership, Analytical Thinking, Complex Problem Solving, Python, PyTorch, Computational Thinking	43302	2899	482
Site	IV	Sales Strategy Manager	Sales Strategy Manager	Sales Leadership, Sales Strategy, Quantitative Analysis, Sales Forecasting, Business Operations, Management of Personnel Resources, Financial Modeling, Managerial Accounting, Quality Control Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Negotiation, Persuasion, Python, R Programming, SQL Programming, Tableau	44321	2866	481
Site	I	Solutions Engineer	Solutions Engineer	Business Development, Sales Planning, Product Strategy, Database Design, Professional Communication, Website Development, Analytical Thinking, Novel Thinking, Business Storytelling, Intuitive Problem Solving, Teamwork, Collaboration, Internal Communication, HTML 5, SQL Programming, Rapid Prototyping	9847	191	481
Site	I	Design for Testability Engineer	Logic Design Engineer	DFT Logic Design, Quality Control Analysis, RTL Design, SOC Architecture, SOC Design, Electrical Application, Automation Testing, FastScan, LogicBIST, Analytical Thinking, Intuitive Problem Solving, TestKompress	7485	170	479
Site	IV	General Counsel Litigation Attorney	Senior Litigation Attorney	Legal Counseling, Legal Research, Litigation, Strategic Planning, Patents, Technology Leadership, Critical Thinking, Analytical Thinking, Articulate Technical Information, Advocacy, Complex Problem Solving, Intellectual Property, Technical Writing, Ethical Compliance, Team Building	39307	3012	476
Site	V	Product Manager	Software Product Manager	Technology Leadership, Strategic Planning, Product Management, Product Strategy, Project Coordination, Product Design, Quantitative Analysis, Critical Thinking, Judgment and Decision Making, Resiliency, Team Building, Internal Communication, Research Emerging Trends, A/B Testing, Engineering Management	42603	2495	474
Site	I	Software Quality Engineer	Software Quality Control Engineer	Programming, Quality Control Analysis, Database Design, Network Infrastructure, CI/CD, Software Source Control, Analytical Thinking, Data Analysis, Teamwork, Articulate Technical Information, Linux, C Programming, Python, SQL Programming	5813	195	474

(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.