AI Platform Engineer at Homeprotect designing and deploying AI-first products. Focused on building robust AI agents for insurance claim handling on GCP.
Responsibilities
Design, build and operate AI‑first products that deliver measurable value, shaping roadmaps with the Head of AI and AI Product Manager.
Develop and deploy production‑grade AI agents for end‑to‑end claims handling on GCP using Google’s ADK; integrate securely with policy/claims/CRM systems via REST/JSON APIs.
Create and run agent evaluation and monitoring: offline/online tests, accuracy/completeness/safety metrics, A/B experiments, cost/latency dashboards.
Integrate AI agent functionality with applications via MCP servers. Build and configure tools to ensure reliable application integration.
Build robust RAG pipelines and ingestion: text normalisation, chunking, metadata/ACL propagation; vector search in GCP.
Embed security and compliance (GDPR, PII redaction, secrets, RBAC/IAM, audit trails); document/demonstrate solutions with Claims Ops; support go‑live and BAU.
Requirements
Strong Python for backend services/SDKs; REST/JSON APIs, auth (OAuth2/service accounts), testing (pytest), async and resilience patterns.
Hands‑on with LLMs/embeddings (OpenAI, Gemini, Llama, Claude), prompt and tool/function calling, RAG design; vector databases.
GCP expertise: Vertex AI, Model Garden, BigQuery, Cloud Run/Cloud Functions; practical experience with Google’s ADK.
Document/data handling: Apache Tika, text normalisation, chunking/dedup; metadata/ACL propagation; storage/caching with Postgres, Redis, GCS/BigQuery.
DevOps and quality: Git best practices, CI/CD (Azure DevOps), Docker/container security, automated tests; observability, evaluation and A/B testing.
Security/compliance and product mindset: GDPR, secrets management, RBAC/IAM, auditability; define success metrics and translate stakeholder needs into intuitive AI workflows.
Benefits
A genuinely flexible approach to work. We are really supportive of you flexing your hours and location to help you keep everything in your life in balance.
Opportunities to focus on your professional growth whether that’s through training or other personal development opportunities - we want you to build your long-term career with us.
Discount of 50% and 15% for friends and family when you choose to take out a home insurance policy with us.
An in-house wellbeing programme including seminars and workshops from wellbeing coaches and professionals.
Home working starter kit and money to spend on additional equipment you may need.
Charitable giving scheme, so you can donate to our partner charity, or one of your choices.
The opportunity to work alongside brilliant people, because this isn’t something that every organisation can offer!
25 days’ holiday (plus bank holidays) and the ability to buy and sell >5 days annually.
Private medical cover for all employees
Life insurance
Annual discretionary bonus scheme
Pension contribution
Free fruit and really good coffee for the days you come into the office.
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