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	1191
Site	V	Product Manager	Software Product Manager	Technology Leadership, Strategic Planning, Product Management, Product Strategy, Project Coordination, Product Design, Quantitative Analysis, Critical Thinking, Judgment and Decision Making, Resiliency, Team Building, Internal Communication, Research Emerging Trends, A/B Testing, Engineering Management	42603	2495	378
Site	V	Biological Scientist	Senior Scientist	Biocomputational Engineering, Biology, Bioprocess Design, LLM Design, Machine Learning, Cloud Computing, Novel Thinking, Analytical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Continual Learning, Collaboration, Python	42684	1594	1117
Site	V	Device Design Engineer	Device Design Engineer	Device Engineering, Process Engineering, Systems Design, SOC Architecture, SOC Design, Complex Problem Solving, Articulate Technical Information, KOL Leadership, Novel Thinking, Mentoring, Research Emerging Trends, Team Building, Product Strategy, Analytical Thinking	42684	2338	422
Site	IV	Manufacturing Technology Manager	Technology Operations Manager	Business Operations, Strategic Planning, Project Management, Continuous Improvement, Analytical Thinking, Quality Control Analysis, Technology Leadership, Team Building, Judgment and Decision Making, Intuitive Problem Solving, Process Engineering, Equipment Maintenance, Systems Evaluation, Ethical Compliance, Internal Collaboration, Management of Personnel Resources, cGMP , Six Sigma, Data Analysis	43088	2461	67
Site	IV	Program Manager	Strategic Initiatives Program Manager	Business Strategy, Process Management, Strategic Planning, Managerial Accounting, Process Modeling, Business Management, Continuous Improvement, Technology Leadership, Critical Thinking, Intuitive Problem Solving, Judgment and Decision Making, SME Communication, Conflict Resolution, Internal Collaboration, Negotiation, Team Building, Training, Resiliency, Policy Management	43088	2422	26
Site	IV	Lead Marketing Data Analyst	Marketing Data Analyst	Marketing Strategy, Product Pricing Analysis, Project Coordination, Data Analysis, Data Modeling, Financial Analysis, Marketing Campaigning, GenAI, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Attention to Detail, Intuitive Problem Solving, Azure Databricks, Power BI, Python, Tableau	43231	2055	210
Site	IV	Machine Learning Software Engineer	ML Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design, Predictive Modeling, Software Testing, Statistical Analysis, Database Systems Knowledge, Project Management, Technology Leadership, Analytical Thinking, Complex Problem Solving, Python, PyTorch, Computational Thinking	43302	2899	402
Site	IV	UI Development Manager	Ui Development Manager	Cloud Computing, ERP Systems, Systems Development, Managerial Finance, Technology Leadership, Management of Personnel Resources, Strategic Sourcing, Critical Thinking, Articulate Technical Information, Complex Problem Solving, Judgment and Decision Making, Team Building, Mentoring, Conflict Resolution, JS Angular, Copilot, Java, Tableau, Qlik	43378	2557	48
Site	IV	Credit Risk Officer	Credit Risk Analyst	Regulatory Compliance, Data Monitoring, Technical Risk Assessment, Complex Problem Solving, Analytical Thinking, Critical Thinking, Articulate Technical Information, Judgment and Decision Making, Project Management, Risk Management, Financial Accounting, Conflict Resolution, Quantitative Analysis, Attention to Detail, Collaboration, Legal Research, Underwriting, Financial Modeling	43450	2471	43

(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.