Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Software Development Engineer	Data Engineer	Software Development, Software Application Lifecycle, Product Management, Accountability, Data Visualization, Internal Collaboration, Analytical Thinking, Novel Thinking, Complex Problem Solving, Python, SQL Programming, Azure Databricks, Power BI, Tableau, TensorFlow, Java, Snowflake	23564	1678	252
Site	III	Human Resource Technology Lead	HR Technology Lead	Workday, Process Management, Critical Thinking, Judgment and Decision Making, Internal Collaboration, Negotiation, Intuitive Problem Solving, Sales Strategy, Technical Support, Systems Administration, Technology Leadership, Payroll Management, Scheduling, Project Management, Analytical Thinking, Social Perceptiveness, Microsoft Power Platform, Robotic Process Automation	28633	2480	67
Site	II	Marketing Manager	Marketing Coordinator	Promotion, Brand Marketing, Marketing Coordination, Event Marketing, Editing Promotional Materials, Creative Thinking, Web Design, Public Relations, Content Management, Intuitive Problem Solving	7562	148	882
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	79
Site	V	Software Governance Lead	SDLC Governance Lead	Critical Thinking, Analytical Thinking, Complex Problem Solving, Judgment and Decision Making, Technology Leadership, Software Application Lifecycle, Software Development, Technology Design, Agile Methodology, Data Governance, Regulatory Compliance, DORA Metrics, Internal Collaboration, SPACE Metrics, Risk Management, Technical Documentation, JIRA, Training, EHR/EMR	47903	2419	61
Site	III	Manager Talent Development	Strategic Initiatives Management Analyst	Business Management, Business Storytelling, MS Excel, Tableau, SME Communication, Internal Collaboration, Data Governance, Data Analysis, Data Visualization, Strategic Sourcing, Strategic Planning, Critical Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Attention to Detail, Human Resource Management, Ethical Compliance, Negotiation	34169	2782	80
Site	IV	Sales Strategy Manager	Sales Strategy Manager	Sales Leadership, Sales Strategy, Quantitative Analysis, Sales Forecasting, Business Operations, Management of Personnel Resources, Financial Modeling, Managerial Accounting, Quality Control Analysis, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Negotiation, Persuasion, Python, R Programming, SQL Programming, Tableau	44321	2866	425
Site	IV	Database and Network Architect	Data Architect	Database Design, Construct Data Structures, Data Monitoring, Database Systems Knowledge, Logistical Planning, Process Modeling, Cloud Computing, Cloud Databases, MySQL, Information Security Management, Analytical Thinking, Complex Problem Solving, Team Building, MS SQL Server, SQL Coding	38145	1748	1398
Site	I	Banker	Business Banking Relationship Manager	Customer Relations, Customer Service, Business Analysis, Problem Solving, Professional Communication, Compliance, Accounting Information Systems, Account Management	4576	177	1457
Site	I	Public Relations Specialist	Public Relations Specialist	Public Relations, Business Writing, Social Perceptiveness, Social Media Networking, Event Marketing, Creative Thinking, Research Information	3056	98	1297

(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.