Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Machine Learning, Data Science, TensorFlow, SQL Programming, Java, Python, Internal Collaboration, Data Analysis, Analytical Thinking, Novel Thinking, Complex Problem Solving, Articulate Technical Information, Process Management, Data Modeling, Statistical Modeling, MLOps, Research and Development	51501	1634	73
Site	IV	Solutions Architect	Principal Solution Architect	Systems Architecture, System Design Strategy, Software Development, Data Governance, Data Science, Digital Compliance, Technical Risk Assessment, Technology Leadership, Internal Collaboration, Critical Thinking, Complex Problem Solving, Judgment and Decision Making, Articulate Technical Information, Amazon AWS, Data Lake, Data Warehouse	51560	1821	66
Site	IV	Senior Research Program Manager	Senior Program Manager	Business Management, Research Leadership, Product Design Strategy, Leadership, Project Management, Product Management, Risk management, AI Applications, Complex Problem Solving, Articulate Technical Information, Attention to Detail, Negotiation, Persuasion, JIRA, Internal Collaboration, Analytical Thinking	54791	1516	65
Site	IV	Lead Marketing Data Analyst	Marketing Data Analyst	Marketing Strategy, Marketing Campaigning, Product Pricing Analysis, Data Modeling, Data Analysis, Financial Analysis, Internal Collaboration, Project Coordination, Analytical Thinking, Intuitive Problem Solving, Articulate Technical Information, Communication, Attention to Detail, GenAI, Python, Azure Databricks, Tableau, Power BI	55442	1631	73
Site	V	Senior Information Technology Manager	Information Technology Manager	Internal Collaboration, IT Infrastructure, Technology Leadership, Project Management, Judgment and Decision Making, Critical Thinking, Complex Problem Solving, Strategic Planning, Business Management, Technical Documentation, Agile Methodology, SCRUM, Evaluate Performance, Cost Accounting, Process Management	57869	1809	81
Site	IV	Drive Unit Design Engineer	Design Engineer	Mechanical Engineering, Technical Documentation, Continuous Improvement, Process Management, Analytical Thinking, Complex Problem Solving, Electrical Systems, Articulate Technical Information, Internal Collaboration, CAE Engineering, MATLAB, Python, Accountability, Attention to Detail, System Design Strategy, Powertrain Engineering, ANSYS Fluent, Prototyping	59442	1643	24
Site	IV	Senior Safety Engineer	Hardware Engineer	Electrical Engineering, Electrical Safety, Electrical Systems, Quality Control Analysis, Project Management, Technology Leadership, Data Monitoring, Data Modeling, SOC Architecture, Complex Problem Solving, Digital Compliance, Mentoring, SOC Design, FMEDA, Ethical Compliance	59869	1834	66
Site	IV	Cloud Solutions Architect	Cloud Virtualization Architect	Systems Design, Cloud Infrastructure, Virtualization Technology, Define System Requirements, Test Virtual Systems, Manage Cyber Security Threats, CI/CD, Analytical Thinking, Technology Leadership, Complex Problem Solving, Strategic Partnering, Internal Collaboration, Amazon AWS, Jenkins, C Programming, Python, Java	61296	1633	67
Site	IV	Senior Product Strategy Manager	Product Strategy Manager	Business Operations, Business Strategy, Strategic Planning, Novel Thinking, Critical Thinking, Internal Collaboration, Complex Problem Solving, Social Perceptiveness, Logical Reasoning, Project Management, Business Storytelling, Product Strategy, Product Discovery, Technical Risk Assessment, KOL Leadership	62869	1879	133
Site	IV	Organizational Effectiveness Partner	Organizational Development Consultant	Evaluate Performance, Technology Leadership, Leadership Development, Articulate Technical Information, Team Building, Mentoring, Internal Collaboration, Organizational Development, Research Emerging Trends, Visual Communication, Persuasion, Learning Strategies, Social Perceptiveness, Human Resource Management, Intuitive Problem Solving, Critical Thinking	62932	1612	61

(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.