Analytical & Technical SkillsCore Data Management SkillsGovernance & ComplianceStrong SQL and Database KnowledgeLeadership & Stakeholder Management
Operations SkillsSupply Chain Process KnowledgeAnalytical & Problem Solving SkillsLeadership & People ManagementQuality & Compliance
Risk, Safety & GovernanceAgentic AI Technical LiteracyTeam Leadership & Delivery OwnershipAgentic AI Product StrategySystem Design OversightEvaluation & Quality Frameworks
Scalable Engineering & MLOpsAdvanced Data Science MasteryAgentic AI System DesignPlanning & Reasoning SystemsLLM & Foundation Model DepthMemory & Knowledge Systems
Core Data Science FoundationsAgentic AI / Autonomous Systems SkillsLLM & Foundation Model ExpertiseAgent Design & OrchestrationPlanning & Reasoning Architectures
Product KnowledgeIndustry & Product KnowledgeMarket & Project KnowledgeCompliance & RegulationsSales & Business Development Skills
Integration Architecture (Core Foundation)Cloud & Platform EngineeringData Integration & TransformationMessaging & Streaming SystemsAPI Strategy & Governance
Security & ComplianceCore SAP Basis FundamentalsOperating System & Database KnowledgeSAP HANA & Modern LandscapePerformance Tuning & MonitoringSystem Administration & Lifecycle Management
Analytical & Data SkillRisk Modeling & AnalysisBusiness & Consulting SkillsDomain KnowledgeCore Technical & Mathematical Skills
D365 Customer ServiceBusiness Process ConsultingTechnical & Configuration SkillsService Operations KnowledgeData & Analytics