Job Title: AI Architect (Wealth)
Job Description
This position is pivotal in designing AI and Machine Learning solutions on cloud-based platforms, exploring emerging AI trends, developing proof-of-concepts, and collaborating with internal and external ecosystems to advance these concepts to production. The role demands expertise in designing AI platforms and governance frameworks, with delivery experience in regulated environments.
Responsibilities
1. Consume, integrate, and operationalise advanced AI models, including Large Language Models (LLMs) and Small Language Models, into secure, governed, and scalable business solutions.
2. Enforce data-handling policies in code, utilising prompt redaction middleware, retrieval allow-lists, and per-use-case policies.
3. Add evaluation gates for answer quality and safety in pipelines, implement canary deployments with feature flags, and automate rollbacks on drift.
4. Manage the lifecycle of models, including fine-tuning with consented datasets, synthetic augmentation policies, and maintaining model registry entries with lineage.
5. Implement tracing for observability, manage latency and cost SLOs, and set alerts for hallucination and safety incidents.
6. Develop provider abstractions for OpenAI, Gemini, Azure OpenAI, and Vertex, including capturing provider/region, model/version, and quota routing.
7. Schedu...