Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	25100	1678	139
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	42080	1674	140
Site	III	Brand Strategy Manager	Brand Strategist	Marketing Strategy, Marketing Leadership, Complex Problem Solving, Critical Thinking, Marketing Campaigning, Judgment and Decision Making, Business Management, Brand Marketing, Product Strategy, Market Research Analysis, Social Perceptiveness, Internal Collaboration, Project Management, New Media Literacy, Advertising	27700	1624	140
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	47700	1256	140
Site	II	Software Quality Assurance Engineer	Software Quality Assurance Engineer	Agile Methodology, Behavior Driven Development, Unit Testing, Continuous Improvement, Ethical Compliance, Quality Control Analysis, Software Testing, Automation Testing, Fault Incident Response, Network Routing Protocols, Jenkins, Statistical Analysis, Analytical Thinking, Troubleshooting	6380	140	140
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	46720	1922	142
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	47620	1989	142
Site	II	Cost Engineer	Cost Engineer	Materials Engineering, Management of Material Resources, Cost Accounting, Statistical Analysis, Account Management, Analytical Thinking, Internal Communication, Data Analysis, Data Monitoring, Data Governance, Database Design, Project Coordination, Conflict Resolution, SQL Programming, Python, Power BI	12761	162	143
Site	IV	Ecommerce Technical Analyst	Senior Ecommerce Analyst	E Commerce, Digital Compliance, Vendor Management, Fraud Detection, Define System Requirements, Technical Support, Contract Administration, Risk Management, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Security Management Strategy, Payment Processing, Salesforce Commerce Cloud , Adyen, Forter, Curalate	42720	1816	143
Site	III	Visual Designer	Visual Designer	Marketing, Visual Design, Prototyping, UX Design, UI Design, GenAI, Content Creation, Human Computer Interaction, Motion Animation, Analytical Thinking, Creative Thinking, Research Emerging Trends, Internal Collaboration, Figma, Adobe Experience Manager, Adobe Illustrator, Adobe Photoshop	29300	1969	143

(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.