Tier	Title	Position	Skills	Prior	Year 1	Views
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	1629
Site	III	Financial Analyst	Senior Financial Analyst	Financial Analysis, CPG Industry, SAP, Tableau, Product Pricing Analysis, MS Excel, Business Intelligence Tools, Financial Modeling, Data Analysis, Quantitative Analysis, Articulate Technical Information, Complex Problem Solving, Analytical Thinking, Internal Collaboration, Accounting, Financial Reporting, Financial Forecasting, Market Research Analysis, Scenario Analysis, Product Pricing Strategy	37159	3157	382
Site	III	Financial Analyst	Senior Financial Analyst	Financial Analysis, Financial Planning, MS Excel, Tableau, Power BI, Process Management, Continuous Improvement, Customer Relations, Public Speaking, Internal Collaboration, Attention to Detail, Financial Reporting, Scenario Analysis, KPI Analysis, Data Monitoring, Asset Resource Management, Strategic Planning, Forecasting, Business Management	32387	2842	84
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	2005
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	1775
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	1828
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	724
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	1628
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	551
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	1567
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	1852
Site	V	Data Scientist	Senior Data Scientist	Complex Problem Solving, Data Governance, Data Analysis, Machine Learning, TensorFlow, Numpy, Python, Pandas, Power BI, Azure Databricks, Agile Methodology, Forecasting, Business Strategy, Analytical Thinking, Articulate Technical Information, Attention to Detail, Model Explainability Techniques, Predictive Modeling, Statistical Analysis, Machine Learning Lifecycle	57567	3243	396
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	522
Site	IV	Data Engineer	Senior Data Engineer	Data Governance, Data Modeling, Database Security, Data Monitoring, Digital Compliance, Fault Incident Response, Technology Leadership, API Development, Analytical Thinking, Microsoft Power Platform, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, SME Communication, Business Intelligence Reporting, MS Fabric, Power BI, Power Automate, SQL Coding, SOPs/WIs	43307	3293	36
Site	IV	Data Engineer	Senior Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis, Define System Requirements, Digital Compliance, Cloud Infrastructure, Observability, Analytical Thinking, Critical Thinking, Articulate Technical Information, Conceptual Problem Solving, Judgment and Decision Making, Research Emerging Trends, Python, SQL Coding, Amazon AWS, BigQuery, ETL	47083	2562	12
Site	III	Datacenter Engineer	Senior Data Center Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Installation, Vendor Management, Database Systems Knowledge, Technical Support, Fault Incident Response, SME Communication, Attention to Detail, Accountability, Facilities Maintenance, Network Infrastructure, Troubleshooting, Intuitive Problem Solving, Negotiation	28442	2801	86
Site	III	Data Analytics Lead	Senior Data Analyst	Data Analysis, Data Interpretation, Conceptual Problem Solving, Logistical Planning, Mathematics, Construct Data Structures, Project Management, Analytical Thinking, Python, R Programming, Azure Machine Learning, LEAN Manufacturing, MS SQL Server, Tableau	23034	1871	1688
Site	IV	Cybersecurity Engineer	Senior Cybersecurity Engineer	Computer Architecture, Cybersecurity Audit, Cybersecurity Threat Modeling, Network Infrastructure, System Security, Software Development, Data Science, Analytical Thinking, Computational Thinking, Complex Problem Solving, Ethical Compliance, Teamwork	33421	2057	1347
Site	II	Credit Analyst	Senior Credit Analyst	CCM, Underwriting, Risk Management, Financial Analysis, Financial Services, Capital IQ, FactSet, Bloomberg, MS Office, Attention to Detail, Accuracy, Critical Thinking, Intuitive Problem Solving, Financial Modeling, Credit Systems, Research Information, Accounting, Judgment and Decision Making, Technical Writing, Client Relationship Building	11680	218	410
Site	IV	General Counsel Litigation Attorney	Senior Counsel	Legal Research, Litigation, Legal Leadership, Legal Documentation, Contract Administration, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Internal Collaboration, Regulatory Compliance, Attention to Detail, Mentoring, Negotiation, Strategic Planning, Accountability, Policy Training	42578	2374	537

(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.