Tier	Title	Position	Skills	Prior	Year 1	Views
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	1657
Site	III	Market Research Analyst	Market Research Analyst	Tableau, Data Analysis, Analytical Thinking, Research Emerging Trends, Power BI, Attention to Detail, Market Research Analysis, Articulate Technical Information, Intuitive Problem Solving, Business Operations, Marketing Strategy, Report Writing, Novel Thinking, Internal Collaboration, Client Relationship Building	27297	1996	411
Site	IV	Engineering Manager	Automation Equipment Design Manager	Mechanical Engineering, SolidWorks, Technical Documentation, Intuitive Problem Solving, Judgment and Decision Making, Engineering Management, Equipment Maintenance, Systems Deployment, Contract Administration, GD&T, FMEA, RCA, DOE, Project Management, Process Automation, Process Management, Engineering Design, Safety Compliance, Research and Development, Design Leadership	41564	2304	216
Site	III	Business Development Manager	Director Business Development	Sales Strategy, Sales Forecasting, Business Development, Strategic Partnering, Quantitative Analysis, Analytical Thinking, Research Emerging Trends, Technology Leadership, Collaboration, Team Building, Negotiation, Novel Thinking, Visual Communication, ERP Cloud Development	23288	2423	641
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	532
Site	II	Product Manager	Senior Product Manager	Business Operations, Project Management, Marketing Coordination, Financial Analysis, Managerial Accounting, Risk Management, Sales, Research Emerging Trends, Customer Relations, Data Analysis, Analytical Thinking, Complex Problem Solving, Internal Collaboration, JIRA	9395	156	523
Site	II	Digital Process Engineer	Digital Process Engineer	Power BI, Tableau, Proficy, Network Infrastructure, IWS, Project Management, Process Engineering, Process Management, Manufacturing Operations, Operations Monitoring, Analytical Thinking, Critical Thinking, Intuitive Problem Solving, Define System Requirements, Attention to Detail, Digital Compliance, Technology Leadership	9080	213	137
Site	V	Supply Chain Manager	Supply Chain Management	Logistical Planning, Strategic Sourcing, Strategic Planning, Managerial Accounting, Forecasting, Risk Management, Operations Management, Inventory Management, Continuous Improvement, Data Monitoring, Complex Problem Solving, Analytical Thinking, Judgment and Decision Making	47670	1787	1373
Site	I	Bioengineer	Bioinformatician	Biocomputational Engineering, Data Analysis, Data Interpretation, Statistical Analysis, Database Systems Knowledge, Cloud Computing, Data Visualization, Analytical Thinking, Intuitive Problem Solving, R Programming, Python	4026	174	1614
Site	III	Auditor	Lead Auditor	Analytical Thinking, Account Auditing, Continuous Auditing, Regulatory Compliance, Policy Adherence, Product Auditing, Root Cause Analysis, Financial Valuation, Risk Management, Financial Analysis, Strategic Partnering, Client Relationship Building, Research Emerging Trends, Mentoring, Leadership, Valuation Controls, Internal Collaboration, Critical Thinking, Articulate Technical Information, Accounting	35735	2561	121

(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.