Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Data Engineer	Senior Data Engineer	Python, NoSql, SQL Programming, Spark, Azure Databricks, EventHub, Data Modeling, Unity Catalog, SSAS Tabular, Google Cloud Platform, Data Warehouse, API Development, Data Science, Database Design, ERP Systems, Cost Accounting, Technical Documentation, Critical Thinking, Complex Problem Solving, Process Engineering	35123	3175	35
Site	IV	Data Scientist	Senior Data Scientist	Data Analysis, Data Interpretation, Forecasting, Quantitative Analysis, Strategic Planning, SQL Coding, Analytical Thinking, Articulate Technical Information, Attention to Detail, Complex Problem Solving, Teamwork, MS Excel	34002	1674	1360
Site	III	Database and Network Administrator	Senior Database Administrator	Database Design, MS SQL Server, Database Audit, Systems Evaluation, Data Interpretation, Process Engineering, Database Systems Knowledge, Analytical Thinking, Articulate Technical Information, Ethical Compliance, Troubleshooting, Attention to Detail	24433	1950	1028
Site	III	Design Engineer	Senior Design Engineer	Engineering Design, Product Design, Mechanical Engineering, Troubleshooting, Analytical Thinking, Process Modeling, Articulate Technical Information, Ethical Compliance, Judgment and Decision Making	18516	1352	1126
Site	IV	Design Engineer	Senior Design Engineer	Product Design, Management of Material Resources, Product Design Strategy, Product Discovery, Product Evaluation, Mechanical Engineering, Prototyping, Computer Aided Design, Continuous Improvement, Technical Documentation, Procurement, Managerial Accounting, Analytical Thinking, Internal Collaboration, Research Emerging Trends, Creo, Teamcenter	39164	2389	144
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	40035	1816	268
Site	III	Electrical Engineer	Senior Electrical Engineer	Electrical Engineering, Quantitative Analysis, Process Modeling, Micro Machining and Fabrication, Project Coordination, Researching, Managerial Accounting, Electrical Systems, Negotiation, SolidWorks, AutoCAD	15674	1676	1352
Site	IV	Financial Manager	Senior Finance Manager	Financial Analysis, Financial Modeling, Accounting, Process Management, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Ethical Compliance, Accuracy, Attention to Detail, Negotiation, Persuasion	29935	1614	1211
Site	III	Financial Analyst	Senior Financial Analyst	Financial Analysis, Logistical Planning, Operating Systems Management, Managerial Accounting, Articulate Technical Information, Management Information Systems, Anaplan , Tableau, Team Building, Verbal Communication	20234	1313	1133
Site	III	Financial Analyst and Advisor	Senior Financial Analyst	Accounting, Financial Analysis, Market Research Analysis, Data interpretation, Analytical Thinking, Data Analysis, Report Writing, Intuitive Problem Solving, Judgment and Decision Making, MS Excel	20743	1578	1490

(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.