AI / Machine LearningStrong
AI Engineer, ML Engineer, Data Scientist
Supported by positive recruitment momentum and technology skill evidence
PythonRole-Relevant
AI Engineer, Data Scientist, Data Engineer, Analyst
Supports modelling, automation and data workflows
SQLRole-Relevant
Data Analyst, Business Analyst, Risk Analyst
Enables structured data analysis and reporting
Cloud — AWS/Azure/GCPRole-Relevant
Software, Cloud, Data, DevOps
Supports application deployment and infrastructure
Data Analytics / BIRole-Relevant
Data Analyst, Finance Analyst, Operations Analyst
Converts business information into usable decision support
Financial / Credit Risk AnalyticsRole-Relevant
Risk Analyst, Fintech Analyst, Finance Analyst
Supports financial assessment, controls and lending decisions
SAP / ERPStrong
Supply Chain, Finance, Manufacturing, Procurement
Enterprise integration features prominently in reviewed technology requirements
Procurement & PlanningRole-Relevant
Buyer, Procurement Specialist, Supply Chain Analyst
Supports purchasing, inventory and supplier coordination
Quality & Production SystemsRole-Relevant
Production Engineer, Quality Engineer, Manufacturing Manager
Supports process reliability and manufacturing performance
CRM / Customer ManagementRole-Relevant
Sales, Customer Success, Relationship Management
Supports pipeline visibility, customer coordination and retention
Project ManagementRole-Relevant
Project Manager, Transformation Manager, Operations Lead
Coordinates cross-functional delivery and execution
Business CommunicationCross-Functional Relevance
Sales, Consulting, HR, Customer Success, Management
Helps professionals explain decisions, coordinate work and manage stakeholders