Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Economist	Economic Analyst	Economic Analysis, Public Policy, Business Strategy, Accounting, Financial Analysis, Articulate Technical Information, Research Information, MS Excel, Quantitative Analysis, Data Analysis, Data Visualization	7591	1609	1035
Site	IV	Sales Strategy Manager	Sales Strategy Manager	Sales Strategy, Complex Problem Solving, Articulate Technical Information, Python, R Programming, SQL Programming, Quantitative Analysis, Financial Modeling, Business Operations, Sales Leadership, Managerial Accounting, Management of Personnel Resources, Quality Control Analysis, Critical Thinking, Persuasion, Negotiation, Sales Forecasting	20860	1712	214
Site	III	Electrical Engineer	Senior Electrical Engineer	Project Coordination, Researching, Quantitative Analysis, Managerial Accounting, SolidWorks, AutoCAD, Negotiation, Electrical Systems, Electrical Engineering, Micro Machining and Fabrication, Process Modeling	5060	1676	1011
Site	IV	AI Engineer	Onboard Embodied Engineer	Machine Learning, Complex Problem Solving, LLM Design, Technology Leadership, Engineering Management, Mentoring, Ethical Compliance, Digital Compliance, Data Modeling, Python, PyTorch, TensorFlow, Technology Strategy, Critical Thinking, Computational Thinking	44984	1674	56
Site	IV	Compensation and Benefits Manager	Compensation Manager	Account Reconciliation, Accounting, Account Auditing, Ethical Compliance, Analytical Thinking, Problem Solving, Attention to Detail, risk management, Judgment and Decision Making	3516	1395	897
Site	I	Sales Representative, Services	Sales Consultant	Customer Relations, Sales, Marketing Campaigning, Compliance, Verbal Communication	779	78	1114
Site	III	Technical Account Manager	Senior Technical Account Manager	Conflict Resolution, Negotiation, Digital Compliance, Articulate Technical Information, Critical Thinking, Technology Leadership, Technical Support, Adobe Experience Cloud, Intuitive Problem Solving, Internal Collaboration, Quantitative Analysis, Customer Relations, Computer Architecture, REST API, Agile Methodology, Website Development	27470	1326	30
Site	II	Wireless Systems Engineer	Bluetooth Systems Engineer	Electrical Engineering, Electrical Systems, Systems Design, Teamwork, Network Infrastructure, UX Design, Technology Leadership, Accountability, Analytical Thinking, Intuitive Problem Solving, Engineering Design	3347	197	200
Site	IV	Senior Data Engineer	Data Engineer	Data interpretation, Data Monitoring, Database Design, Statistical Analysis, Predictive Modeling, Machine Learning, Elasticsearch , Splunk, Agile Methodology, Analytical Thinking, Team Building, Collaboration	9536	2403	731
Site	III	Data Scientist	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Software Development, LLM Design, CI/CD, Internal Collaboration, Analytical Thinking, Complex Problem Solving, SQL Programming, Python, Numpy, TensorFlow, Azure Databricks, MLOps	24669	2147	32

(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.