Job Description
Insurance AI Architect
Insurance Industry & Platform Expertise
Duck Creek Technologies ? Working knowledge of Duck Creek OnDemand, Duck Creek Policy, Claims, Billing, and Rating modules; understanding of Duck Creek's Author/Manuscript configuration model, Duck Creek Data Insights, and Duck Creek's low-code/no-code extensibility framework
Optional - Guidewire InsuranceSuite ? Basic knowledge of PolicyCenter, ClaimCenter, and BillingCenter architecture, including Gosu scripting, PC/CC/BC data model, Integration Gateway, Cloud API, and Guidewire Cloud Platform (GWCP); familiarity with UI framework and Guidewire Marketplace apps
Platform integration patterns ? Experience with how AI services plug into both platforms via REST/SOAP APIs, event-driven architectures (Guidewire Cloud Events, Duck Creek's integration points), webhooks, and middleware (MuleSoft, Boomi, Azure Integration Services)
Understanding of P&C; Commercial & Specialty product structures ? rating algorithms, forms/endorsements, exposure bases, and how these map into platform data models




AI/ML Technical Stack
LLM & GenAI frameworks ? LangChain, LlamaIndex, Semantic Kernel; prompt engineering, RAG architecture design, and agentic frameworks ( CrewAI, or similar) for multi-step underwriting/claims workflows
Foundation model platforms ? Practical experience with Azure OpenAI, AWS Bedrock, Google Vertex AI, and Anthropic Claude/API; model selection criteria (cost, latency, accuracy) for insurance-specific tasks
Traditional ML/predictive modeling ? Regression, gradient boosting (XGBoost/LightGBM) for risk scoring and pricing models; familiarity with actuarial modeling concepts as they intersect with ML
Document AI/IDP ? OCR and intelligent document processing (Azure Form Recognizer, AWS Textract) for submission intake, ACORD forms, loss runs, and SOV (statement of values) processing ? a common Commercial/Specialty use case
MLOps & deployment ? Model versioning, monitoring, and governance tooling

📌 Insurance AI Architect (Karamba)
🏢 Coforge
📍 Karamba