Tier	Title	Position	Skills	Prior	Year 1	Views
Site	II	Software Quality Assurance Engineer	Software Quality Assurance Engineer	Quality Control Analysis, Software Testing, Automation Testing, Unit Testing, Continuous Improvement, Fault Incident Response, Behavior Driven Development, Agile Methodology, Ethical Compliance, Statistical Analysis, Analytical Thinking, Troubleshooting, Network Routing Protocols, Jenkins	8997	206	245
Site	IV	Senior Product Manager	Senior Product Manager	Product Strategy, Product Management, Product Design, Market Strategy, Market Research Analysis, Articulate Technical Information, Business Storytelling, Data Visualization, Technology Leadership, Internal Communication, Critical Thinking, Research Emerging Trends, Quantitative Analysis, Team Building	37635	1347	247
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	23564	1678	248
Site	III	Technical Account Manager	Senior Technical Account Manager	Digital Compliance, Quantitative Analysis, Technical Support, Technology Leadership, Website Development, Computer Architecture, Agile Methodology, Critical Thinking, Customer Relations, Negotiation, Articulate Technical Information, Internal Collaboration, Intuitive Problem Solving, Conflict Resolution, REST API, Adobe Experience Cloud	32069	1644	251
Site	IV	AI Engineer	Onboard Embodied Engineer	Data Modeling, LLM Design, Machine Learning, Technology Strategy, Engineering Management, Technology Leadership, Digital Compliance, Computational Thinking, Critical Thinking, Complex Problem Solving, Ethical Compliance, Mentoring, Python, PyTorch, TensorFlow	34659	2462	253
Site	III	Information Technology Strategy Consultant	Information Technology Director	Business Development, Leadership, Business Management, Product Branding, Continuous Improvement, Project Coordination, AI Applications, Cybersecurity Threat Modeling, Critical Thinking, Novel Thinking, Sales, Customer Relations, Negotiation, Research Emerging Trends, Team Building, Intuitive Problem Solving	27488	1798	253
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, CI/CD, Quality Control Analysis, Research Leadership, Software Testing, Cloud Infrastructure, Patents, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Team Building, C Programming, TypeScript, Python	42151	1989	255
Site	V	Machine Learning Engineer	Performance and Scalability Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Cloud Infrastructure, ML Fault Tolerance, GPU Architecture, Automation Testing, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Kubernetes, C Programming, Python, ONNX, TensorRT, Nsight, PyTorch	55767	2354	257
Site	III	Senior Life Cycle Marketing Specialist	Digital Marketing Specialist	Marketing, Marketing Campaigning, Content Management, Content Creation, Customer Relations, Measure Digital Engagement, Digital Communication Strategy, Product Branding, Scheduling, Team Building, Novel Thinking, Intuitive Problem Solving, Internal Communication, Social Perceptiveness, HTML 5, CSS, Eloqua, CDP	31178	2111	257
Site	V	Senior Information Technology Manager	Information Technology Manager	Business Management, IT Infrastructure, Strategic Planning, Technology Leadership, Evaluate Performance, Process Management, Cost Accounting, Project Management, Technical Documentation, Agile Methodology, Critical Thinking, Complex Problem Solving, Internal Collaboration, Judgment and Decision Making, SCRUM	47181	1809	261

(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.