Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Purchasing Manager	Indirect IT Supply Chain Manager	Business Operations, Procurement, Cost Accounting, Managerial Accounting, Market Research Analysis, Risk Management, Strategic Sourcing, Supply Chain Leadership, Technical Documentation, Contract Administration, Analytical Thinking, Articulate Technical Information, Team Building, Negotiation, Report Writing, Internal Collaboration, ERP Systems	45487	1671	85
Site	III	Business Development Manager	Director Business Development	Sales Strategy, Sales Forecasting, Business Development, Strategic Partnering, Quantitative Analysis, Analytical Thinking, Research Emerging Trends, Technology Leadership, Collaboration, Team Building, Negotiation, Novel Thinking, Visual Communication, ERP Cloud Development	31080	1660	257
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Data Modeling, Kubernetes, Systems Architecture, System Design Strategy, PyTorch, CI/CD, Python, TensorRT, InfluxDB, Elastic Stack, Chaos Engineering, ML Fault Tolerance, Process Management, Complex Problem Solving, Analytical Thinking, Digital Compliance	37660	1659	122
Site	IV	Mechanical Engineer	Product Design Engineer	Engineering, Technical Writing, Attention to Detail, Mechanical Reasoning, Quality Control Analysis, Report Writing	15040	1658	1094
Site	IV	Financial Manager	Senior Finance Manager	Financial Modeling, Financial Analysis, Analytical Thinking, Negotiation, Persuasion, Ethical Compliance, Articulate Technical Information, Process Management, Complex Problem Solving, Accuracy, Attention to Detail, Accounting	28480	1653	982
Site	IV	Aerodynamics Engineer	Aerodynamics Engineer	Aerodynamics, Computational Fluid Dynamics , Process Management, Prototyping, Aeronautical Engineering, Mechanical Engineering, Product Development, HyperWorks, ANSYS Fluent, CATIA, Analytical Thinking, Critical Thinking, Conflict Resolution, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Accountability, Internal Communication, Negotiation	52960	1645	100
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	55360	1643	89
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	51040	1634	122
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	49760	1633	109
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	54080	1631	127

(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.