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AI-Native Data Platform Engineer

Job in York and North Yorkshire, York, North Yorkshire, YO1, England, UK
Listing for: Farther Finance, LLC
Full Time position
Listed on 2026-09-29
Job specializations:
  • Software Development
    AI Engineer (Applied/Software)
Salary/Wage Range or Industry Benchmark: 90000 - 130000 GBP Yearly GBP 90000.00 130000.00 YEAR
Job Description & How to Apply Below
  • As an AI-Native Data Platform Engineer at Farther, you will design and own the canonical data foundations powering our financial AI systems
  • This role sits at the core of our platform - building the ontology, data contracts, and reconciliation frameworks that enable intelligent agents to operate safely and autonomously
  • AI systems only perform as well as the structure beneath them
  • You will architect custodial data pipelines, canonical financial models, and AI-ready schemas that support embeddings, retrieval systems, and agent-driven workflows in a regulated wealth management environment
  • We are building autonomous agents that reason over and act on platform state - and you will define the data layer that makes that possible
  • Design scalable ingestion pipelines across custodians (Schwab, Fidelity, Pershing, etc.) and internal financial systems
  • Build and evolve canonical models for accounts, positions, transactions, balances, corporate actions, and household hierarchies
  • Define financial data ontology and enforce strong data contracts across services
  • Implement reconciliation frameworks and golden-source resolution across multi-vendor datasets
  • Engineer AI-ready data layers optimized for embeddings, vector search, and RAG architectures
  • Structure financial datasets to improve prompt reliability and LLM output consistency
  • Architect closed-loop, agent-driven systems that monitor, reason over, and autonomously remediate data inconsistencies
  • Implement observability, lineage, governance, and fine-grained access controls across regulated datasets
Benefits
  • Opportunity to work with a talented team of professionals.
  • Drive the success of a venture-backed, rapidly growing firm
  • 5+ years building production-grade data platforms
  • Exposure to prompt engineering and structured context design for LLM systems
  • Familiarity with embeddings, vector databases, and retrieval architectures
  • Comfortable with AWS data services (S3, Lambda, ECS, Glue, Redshift, Open Search) and event-driven orchestration
  • Strong understanding of custodial financial data (positions, trades, balances, performance, corporate actions)
  • Deep SQL expertise and strong Python for data engineering
  • Experience designing canonical schemas and resolving vendor data inconsistencies
  • Knowledge of MLOps fundamentals (versioning, monitoring, reproducibility)
  • Strong ownership mindset and systems-level thinking
  • Wealth management or capital markets background
  • Experience integrating OpenAI or Anthropic APIs into production systems
  • Experience designing retrieval schemas for AI agents
  • Experience with authorization and policy platforms (e.g., OSO, Auth0)
  • Familiarity with Git Hub-based CI/CD workflows and automation
  • Experience with data governance, lineage, and compliance controls
  • Experience implementing fine-grained access control for AI-driven systems
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