Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Principal Prototype Engineer	Prototype Engineer	Software Development, Product Design, Prototyping, Database Systems Knowledge, Product Evaluation, Troubleshooting, UI Testing, C Programming, Java, Javascript, C#, Python, Collaboration, Creative Thinking, Critical Thinking	36983	2080	979
Site	V	Software Embedded Engineer	Embedded Software Engineer	Electrical Engineering, Software Development, Software Application Lifecycle, Technical Documentation, CI/CD, System Design Strategy, Quality Control Analysis, Wireless Networks, Data Analysis, Analytical Thinking, Complex Problem Solving, Attention to Detail, Python, C Programming, Linux, Yocto Linux, AutoSAR, RTOS	56421	2086	146
Site	II	Supply Chain Information Technology Lead	Supply Chain Coordinator	Supply Chain Leadership, Data interpretation, Articulate Technical Information, Systems Architecture, Complex Problem Solving, Critical Thinking, Quality Control Analysis, Digital Compliance, Team Building, Internal Communication, Cloud Infrastructure, Troubleshooting, SQL Programming, Azure Machine Learning	25070	2122	297
Site	IV	Senior Research Manager	Research Manager	Risk Management, Strategic Partnering, AI Applications, Machine Learning, Research Leadership, Cloud Infrastructure, Management of Personnel Resources, Project Management, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Negotiation, Research Emerging Trends	33859	2133	747
Site	V	Sustainability Compliance and Reporting Officer	Sustainability Compliance Officer	KOL Leadership, Internal Collaboration, Judgment and Decision Making, Data Analysis, Ethical Compliance, Advocacy, Risk Management, Sustainability Frameworks, Legal Reasoning, GRI , Complex Problem Solving, Articulate Technical Information, Report Writing, Research Emerging Trends, Data Governance, Economic Analysis, Community Building	56502	2141	142
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	23427	2147	147
Site	IV	Senior Interaction Designer	Interactive Designer	Human Computer Interaction, UX Design, Product Design, Product Discovery, Product Strategy, Visual Design, Creative Thinking, Collaboration, Prototyping, Intuitive Problem Solving	23977	2147	878
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	57075	2151	159
Site	IV	Information Technology Manager	It Manager	Management Information Systems, Data Governance, Data Analysis, Network Infrastructure, Information Security Management, Analytical Thinking, Complex Problem Solving, Attention to Detail, Troubleshooting, Negotiation, Technical Writing	22744	2167	1268
Site	IV	Systems Engineer	Senior Systems Engineer	Systems Design, Systems Architecture, Systems Evaluation, Define System Requirements, Internal Collaboration, Engineering Management, Research Emerging Trends, Technology Leadership, Mentoring, Critical Thinking, Complex Problem Solving, Articulate Technical Information, Project Management, Security Management Strategy, Linux, Android, FMEDA	48169	2173	148

(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.