Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Scientist	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Process Modeling, Complex Problem Solving, Analytical Thinking, Statistical Analysis, Data Center Infrastructure, Forecasting, Feasibility Assessments, Research Emerging Trends, Machine Learning, Mentoring	27869	2774	440
Site	V	Integration Engineering Manager	Integration Engineer	Engineering Management, Technology Leadership, Product Management, Virtual Prototyping, SOC Architecture, SOC Design, Critical Thinking, Complex Problem Solving, Articulate Technical Information, Accountability, C Programming, Python, Rust	39495	2289	440
Site	III	Government Sales and Commercial Growth	Vice President Of Sales	Sales Forecasting, Sales Strategy, Leadership, Marketing Strategy, Research and Development, Public Relations, Public Sector Sales, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Research Emerging Trends, Collaboration, Contract Administration	25324	2100	438
Site	I	RTL Design Engineer	Logic Design Engineer	RTL Design, System Design Strategy, Systems Evaluation, Electrical Engineering, Electrical Systems, Unit Testing, Computational Thinking, Analytical Thinking, Intuitive Problem Solving, Collaboration, Python, SystemVerilog	8015	177	438
Site	III	Product Analytics Engineer	Data Engineer	Data Monitoring, Data Visualization, Process Modeling, Quantitative Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Internal Communication, SQL Programming, ETL, Python, Scala, C Programming, Mentoring, Product Development, Technology Leadership	27933	2798	437
Site	II	Wireless Systems Engineer	Bluetooth Systems Engineer	Electrical Engineering, Engineering Design, Systems Design, Network Infrastructure, UX Design, Electrical Systems, Intuitive Problem Solving, Technology Leadership, Analytical Thinking, Teamwork, Accountability	6523	197	432
Site	IV	Business Development Manager	Business Development Lead	Product Strategy, Strategic Partnering, Technology Leadership, Project Management, Public Relations, SOC Architecture, Critical Thinking, Adaptability, Verbal Communication, Negotiation, Team Building, Shipley	25287	2106	429
Site	I	Hardware Engineer	Silicon Hardware Engineer	Engineering Design, Systems Architecture, AI Hardware Design, Software Development, Software Testing, Data Analysis, Intuitive Problem Solving, Critical Thinking, Computational Thinking, Teamwork	7165	172	429
Site	V	Lead Software Engineer	Software Product Manager	Articulate Technical Information, Complex Problem Solving, Technology Leadership, Product Management, Project Coordination, Programming, Systems Architecture, System Design Strategy, Team Building, Engineering Management, Mentoring, Analytical Thinking, Research Emerging Trends, Product Strategy	41376	1314	429
Site	II	Public Relations Manager	Data Center Policy Manager	Economic Analysis, Quantitative Analysis, Public Relations, Feasibility Assessments, Energy Systems Analysis, Environmental Engineering, Data Center Infrastructure, Analytical Thinking, Report Writing, Research Emerging Trends, Articulate Technical Information, Public Policy, Collaboration, Negotiation	7661	151	426

(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.