Tier	Title	Position	Skills	Prior	Year 1	Views
Site	IV	Senior Data Engineer	Data Engineer	Data Interpretation, Data Monitoring, Database Design, Statistical Analysis, Predictive Modeling, Machine Learning, Elasticsearch , Splunk, Agile Methodology, Analytical Thinking, Team Building, Collaboration	26158	1924	964
Site	III	Site Reliability Engineer	Site Reliability Engineer	Machine Learning, Systems Architecture, System Design Strategy, Process Management, Data Modeling, ML Fault Tolerance, CI/CD, Chaos Engineering, Digital Compliance, Analytical Thinking, Complex Problem Solving, Python, InfluxDB, TensorRT, PyTorch, Kubernetes, Elastic Stack	31242	1924	210
Site	II	Software Product Manager	Software Product Manager	Product Management, Product Evaluation, Product Strategy, Video Conferencing, Market Research Analysis, Judgment and Decision Making, Collaboration, Persuasion, Internal Communication, Software Development, Critical Thinking	17880	1920	842
Site	III	Human Resource Document Manager	Document Control Manager	Training, Collaboration, Mentoring, Ethical Compliance, Data Monitoring, Content Management, Leadership, Analytical Thinking, Judgment and Decision Making, Team Building, Human Resource Management, Management of Personnel Resources	19089	1909	980
Site	IV	Business Development Manager	Business Development Director	Business Development, Business Strategy, Forecasting, Merger and Acquisitions, Product Strategy, Financial Analysis, Complex Problem Solving, Judgment and Decision Making, Negotiation, Customer Relations, Critical Thinking	32040	1900	1111
Site	III	Information Technology Auditor	Senior IT Auditor	Managerial Accounting, Digital Auditing, Risk Management, Cloud Infrastructure, Digital Compliance, ERP Systems, Regulatory Compliance, Technical Documentation, Analytical Thinking, Articulate Technical Information, Intuitive Problem Solving, Judgment and Decision Making, Ethical Compliance, SME Communication, Conflict Resolution, Python, PeopleSoft, SAP	27055	1893	21
Site	IV	Manager Corporate Strategy	Strategy Manager	Critical Thinking, Analytical Thinking, Articulate Technical Information, Data Analysis, Judgment and Decision Making, Complex Problem Solving, Business Management, Business Operations, Internal Collaboration, Negotiation, Project Management, Technology Leadership, Strategic Planning, Strategic Partnering, Market Strategy, Operations Monitoring, Research Emerging Trends	46717	1876	102
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	1400
Site	III	Business Growth Consultant	Business Intelligence Consultant	Business Strategy, Data Monitoring, Quantitative Analysis, Data Interpretation, Financial Analysis, Statistical Analysis, Project Management, Analytical Thinking, Intuitive Problem Solving, Internal Communication, New Media Literacy, Persuasion, R Programming	22843	1870	968
Site	III	Economist	Economic Analyst	Business Strategy, Economic Analysis, Quantitative Analysis, Accounting, Financial Analysis, Data Visualization, Data Analysis, Articulate Technical Information, Public Policy, Research Information, MS Excel, Analytical Thinking, Complex Problem Solving	27424	1853	1251

(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.