AI Specialist - Enterprise Decision Management
Core
Lead the design and delivery of intelligent decision automation solutions for financial services clients, integrating predictive analytics, business rules, and optimization into closed-loop decision systems.
Role type
Senior individual contributor (AI Specialist / Enterprise Decision Management Architect)
Builds
Production-grade decision services, decision architectures, and hybrid AI/rule systems for financial institutions.
Domain
Financial services (banking, insurance, wealth management) and Enterprise Decision Management.
Deliverable
production ML models | product features
Required skills
Enterprise Decision Management (EDM) architecture, predictive modeling (scorecards, gradient boosting, neural networks), mathematical optimization, rules engineering, DMN standards, LLM integration, regulatory compliance (MAS, HKMA), client advisory, practice building.
Preferred skills
Expert systems, case-based reasoning, Bayesian inference, prescriptive analytics, champion/challenger frameworks, hybrid deterministic/probabilistic architectures.
Technologies
DMN, Python, R, SQL, LLM frameworks, rule engines, optimization libraries.
Responsibilities
Design end-to-end EDM architectures connecting data ingestion, model scoring, and rule execution; advise on decision strategy and governance; decompose complex decision domains into structured architectures; integrate LLMs with rules-based guardrails; mentor team members and drive business development.
Seniority
Senior, hands-on IC with practice-building responsibilities.
