Andy Thomas

Data Business Analyst (Contract) @Hiscox

York, GB

Contract engagement delivered via LegalTech Solutions Ltd-Working on an AI-enabled application to ingest, profile and standardise insurance bordereaux data across multiple Hiscox business units, including London Markets, Reinsurance and Retail (UK, US and EU)-Defining and owning data analysis for complex, heterogeneous bordereaux schemas, including field-level mapping, canonical models and business-unit-specific extensions-Supporting semantic similarity and LLM-based matching to align non-standard source fields to group and business-unit target data standards, with governed fallbacks to structured user input where confidence thresholds are not met-Collaborating closely with data engineering teams on Databricks ingestion and transformation pipelines (Bronze/Silver/Gold), ensuring analytical requirements are embedded into technical design-Driving data governance considerations including data quality rules, validation, lineage, ownership and exception handling across the end-to-end ingestion lifecycle-Contributing to target data model design to support downstream analytics, reporting and operational use cases across underwriting, claims and finance-Acting as a technical liaison between business stakeholders, data engineers and platform teams to ensure solutions are scalable, auditable and aligned with regulatory expectations.

The University of Sheffield

Bachelor's degree, Politics