Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	273
Site	IV	AI Engineer	AI Engineer	Java, Python, Agentic AI, Langchain, CrewAI, Amazon AWS, AI Applications Design, Machine Learning, Analytical Thinking, Complex Problem Solving, Internal Collaboration, GenAI, Adaptability, Judgment and Decision Making, Prototyping, Technology Leadership, Systems Deployment, Research Emerging Trends, System Verification Strategy, Cloud Infrastructure	43888	2735	184
Site	III	AI Hardware Engineer	AI Hardware and Rack Verification Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, System Verification Strategy, Computer Verification, Computational Thinking, Quality Control Analysis, Automation Testing, Network Infrastructure, Complex Problem Solving, Python SV, Negotiation	25388	2482	688
Site	III	AI Interaction Designer	Interaction Designer	Product Discovery, Human Computer Interaction, Data Visualization, AI Applications, Product Design, Prototyping, UI Design, Complex Problem Solving, Collaboration, Articulate Technical Information, Novel Thinking	21443	1644	1092
Site	V	AI Software Engineer	AI Engineer	AI Applications, Machine Learning, LLM Design, Natural Language Processing, Computer Vision, C Programming, Java, Python, Quality Control Analysis, Unit Testing, Collaboration	35733	3500	1060
Site	V	AI Software Engineer	GenAI Technology Engineer	GenAI, Analytical Thinking, Complex Problem Solving, Critical Thinking, Judgment and Decision Making, AI Applications Design, Technology Leadership, Negotiation, Internal Collaboration, PyTorch, Java, SpringBoot, Python, Systems Architecture, Golang, TensorFlow, Javascript, LLM Design, Risk Management, Engineering Management	47430	2977	265
Site	III	Analytics Consultant	Advanced Analytics Consultant	Stakeholder Management, Sales Forecasting, Data Analysis, Sales Strategy, Research Leadership, Managerial Accounting, Evaluate Performance, Product Pricing Analysis, Financial Analysis, Report Writing, Complex Problem Solving, Articulate Technical Information, Analytical Thinking, Judgment and Decision Making, Predictive Modeling, Process Management, Actuarial Science, Data Monitoring, SQL Programming, SAS	38177	2842	224
Site	III	Analytics Reporting Analyst	Reporting Analyst	SQL Programming, Tableau, Python, HCP Branding, Social Perceptiveness, Database Design, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Data Analysis, Data Monitoring, SAS, Quantitative Analysis, Business Analysis, Process Management, Analytical Thinking, Judgment and Decision Making, Report Writing	32960	2698	201
Site	IV	Android Developer	Senior Android Developer	Java, Kotlin, API Development, Android Studio, Android App Design, HTML 5, SCRUM, Construct Data Structures, Computational Thinking, Complex Problem Solving, Software Development	24777	2035	1576
Site	I	Android Developer	Android Developer	Android App Design, Android Studio, Java, Programming, API Development, Software Multithreading, UI Design, Software Testing, Analytical Thinking, Problem Solving, Teamwork	4224	162	586

(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.