Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Purchasing Manager	Indirect IT Supply Chain Manager	Business Operations, Procurement, Cost Accounting, Managerial Accounting, Market Research Analysis, Risk Management, Strategic Sourcing, Supply Chain Leadership, Technical Documentation, Contract Administration, Analytical Thinking, Articulate Technical Information, Team Building, Negotiation, Report Writing, Internal Collaboration, ERP Systems	42995	1671	20
Site	V	Senior Robotics Engineer	Robotics Engineer	Electrical Engineering, Articulate Technical Information, Technology Leadership, Research Emerging Trends, Product Strategy, Robotics Engineering, Computational Thinking, Complex Problem Solving, Unit Testing, Quality Control Analysis, Systems Evaluation, Mechanical Engineering, Machine Learning, Robot Operating System, Nav2	44734	1256	81
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	84
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Machine Learning, TypeScript, Python, Cloud Infrastructure, Computer Vision, Software Development, CI/CD, Team Building, Quality Control Analysis, Software Testing, Research Leadership, Articulate Technical Information, Patents, Internal Collaboration, Complex Problem Solving, Analytical Thinking, C Programming	46898	1989	84
Site	IV	Digital Compliance Specialist	Public Sector Compliance Specialist	Digital Compliance, Ethical Compliance, Public Relations, Business Management, Software Application Lifecycle, Systems Architecture, Define System Requirements, Legal Reasoning, Negotiation, Research Emerging Trends, Articulate Technical Information, Analytical Thinking, Complex Problem Solving, SSDF, CMMC, NIST, Azure Cloud, Amazon AWS	47058	1591	73
Site	IV	Senior Cybersecurity Analyst	Cyber Security Analyst	Technology Leadership, Research Leadership, Research and Development, Sales Strategy, Product Strategy, Product Design, Product Branding, Data Visualization, Evaluate Performance, Cybersecurity Threat Modeling, Presentations, Digital Compliance, Articulate Technical Information, Analytical Thinking, Social Perceptiveness, Power BI	48060	1732	81
Site	IV	Data and Insights Manager	Data and Insights Senior Analyst	Sales Forecasting, A/B testing, Snowflake, Power BI, Data Analysis, Analytical Thinking, Data Visualization, Predictive Modeling, Azure Databricks, Intuitive Problem Solving, Articulate Technical Information, Judgment and Decision Making, Statistical Analysis, Quantitative Analysis, Data Interpretation, Project Management	50675	1922	80
Site	IV	SEO Manager	Seo Manager	B2B Marketing, SEO Analytics, Data Analysis, Product Discovery, Product Evaluation, UX Design, Project Management, Internal Collaboration, Analytical Thinking, Critical Thinking, Articulate Technical Information, Attention to Detail, Prioritizing, JIRA, Workfront, Adobe Analytics, Deep Crawl, Ahrefs	50675	1834	68
Site	IV	Sales Manager	Channel Sales Manager	Business Management, Accounting, Mentoring, Negotiation, Managerial Finance, Sales Forecasting, Recruitment, Sales Leadership, Internal Collaboration, Cost Accounting, Human Resource Management, Management of Personnel Resources, Analytical Thinking, Ethical Compliance, Judgment and Decision Making	50869	1367	25
Site	IV	Aerodynamics Engineer	Aerodynamics Engineer	Aerodynamics, Computational Fluid Dynamics , Process Management, Prototyping, Aeronautical Engineering, Mechanical Engineering, Product Development, HyperWorks, ANSYS Fluent, CATIA, Analytical Thinking, Critical Thinking, Conflict Resolution, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Accountability, Internal Communication, Negotiation	51210	1645	16

(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.