Tier	Title	Position	Skills	Prior	Year 1	Views
Site	V	Business Operations Specialist	Business Operations Manager	Business Management, Leadership, Complex Problem Solving, Collaboration, Product Strategy, Quantitative Analysis, Market Research Analysis, Market Strategy, Critical Thinking, Creative Thinking, Judgment and Decision Making	42273	1487	1469
Site	IV	Software Quality Engineering Lead	Software Quality Assurance Engineer	Quality Control Analysis, Software Testing, Automation Testing, Unit Testing, Process Modeling, Product Evaluation, Network Infrastructure, Operating Systems Management, Technical Writing, Collaboration, Linux, Windows OS, Python, Java, Analytical Thinking, Critical Thinking, Judgment and Decision Making	38292	2242	1405
Site	IV	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	1232
Site	III	Packaging Engineer	Packaging Engineer	Analytical Thinking, Intuitive Problem Solving, Management of Material Resources, Materials Engineering, Packaging Engineering, Process Experimentation, Sustainability Frameworks, Project Management, Internal Collaboration, Negotiation, SME Communication, Cost Accounting, Attention to Detail, Product Design Strategy, Judgment and Decision Making, Research Emerging Trends, Regulatory Compliance, Product Development	30669	2295	249
Site	IV	Safety Engineer	Hardware Engineer	Electrical Safety, Electrical Systems, Electrical Engineering, Quality Control Analysis, Project Management, Data Monitoring, Data Modeling, Technology Leadership, Complex Problem Solving, Digital Compliance, Ethical Compliance, Mentoring, SOC Architecture, SOC Design, FMEDA	31754	2174	486
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	454
Site	III	Architect	Architectural Designer	Construction Engineering, Architecture, Complex Problem Solving, AutoCAD, Revit, Project Management, Creative Thinking, Ethical Compliance	13998	1057	1698
Site	III	Manufacturing Systems Analyst	IT Manufacturing Systems Analyst	MS SQL Server, Troubleshooting, Intuitive Problem Solving, Six Sigma, System Security, Network Infrastructure, Business Intelligence Tools, Teamwork, OSI PI, Kepware, OPC, Power BI, ERP Systems, ASP .Net, SOAP, Systems Design, Digital Compliance, Critical Thinking, Technical Documentation	26025	2046	227
Site	III	Financial Analyst	Financial Planning Analyst	Attention to Detail, Financial Analysis, Financial Reporting, Financial Modeling, Strategic Planning, Analytical Thinking, Articulate Technical Information, Judgment and Decision Making, Complex Problem Solving, Product Lifecycle Management, Creative Thinking, ERP Systems, MS Excel, Financial Accounting, Financial Forecasting, Data Interpretation, Data Analysis, Business Management, KPI Analysis, Trend Analysis	40213	2776	138
Site	I	Computer Hardware Engineer	Backend Developer	C Programming, Automation Testing, Quality Control Analysis, Unit Testing, Computer Architecture, API Development, RTL Design, Agile Methodology, Python, Java, Linux, Technical Writing	3294	140	1301

(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.