Tier	Title	Position	Skills	Prior	Year 1	Views
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	1411
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	92
Site	III	Data Analytics Lead	Senior Data Analyst	Data Analysis, Data Interpretation, Logistical Planning, Construct Data Structures, Tableau, Mathematics, Project Management, Azure Machine Learning, MS SQL Server, Python, R Programming, LEAN Manufacturing, Analytical Thinking	20807	1600	1242
Site	IV	Senior 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	950
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	2
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	113
Site	III	Contract Manager	Senior Contact Administrator	Technical Documentation, Contract Administration, 340B Pricing, Icertis CM, Conflict Resolution, CMS Administration, Legal Reasoning, Regulatory Compliance, Research Emerging Trends, Project Management, Process Management, Critical Thinking, Internal Collaboration, Attention to Detail, Stakeholder Management, Articulate Technical Information, Judgment and Decision Making, Business Management	30924	3036	117
Site	III	Life Scientist	Senior Consultant	Data Interpretation, Data Monitoring, Data Science, Data Visualization, Statistical Analysis, Database Systems Knowledge, Analytical Thinking, Complex Problem Solving, Ethical Compliance, Infor, Workday	20425	1872	1492
Site	II	Buyer and Purchasing Agent	Senior Buyer	Business Operations, Procurement, Project Management, Cost Accounting, Contract Administration, Analytical Thinking, Negotiation, Internal Communication, Problem Solving, Accountability, Attention to Detail, Cloud Computing, SAP	7380	141	300
Site	II	Senior Business Analyst	Senior Business Analyst	Business Analysis, Financial Analysis, Account Analysis, Data Monitoring, Data Visualization, Analytical Thinking, Complex Problem Solving, Teamwork, Collaboration, Customer Relations, SQL Programming, MS Office, Ethical Compliance	9102	174	984

(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.