Senior AI Engineer (Data Infrastructure)

wave group United Kingdom
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AI Summary

Design and scale data infrastructure for AI agents, ensuring high-performance data pipelines and ML systems. Lead architecture decisions and ship data products to institutional buyers. 3-6 years of experience in building performant data pipelines and ML systems in production.

Key Highlights
Scale data infrastructure for AI agents
Lead architecture decisions
Ship data products to institutional buyers
Key Responsibilities
Own data infrastructure end-to-end - ingestion, transformation, storage, delivery.
Make architecture decisions, push the boundaries of agentic tooling and ship data as a product to institutional buyers who rely on it for decisions that move millions.
Technical Skills Required
Python Postgres Async Queues
Benefits & Perks
Up to £120k salary
Profit share
Equity (0.75-1%)
Nice to Have
Experience at a financial data provider
Experience with LLMs in production / agentic workflow design
Web scraping and document parsing at scale

Job Description


💻 Job Title: AI (Data) Engineer

💰 Salary: up to ~£120k + profit share

📈 Equity: 0.75 - 1%

📍 Location: Old Street (4-5 office days/week)

🔐 Company: Data processing AI Agents

👥 Team: ~5

💸 Funding: Pre-seed


About the company

This early stage start-up is processing hundreds of thousands of unstructured financial documents into clean, structured datasets for some of the world's largest financial institutions - producing the output of 50, with a team of 5.


Forecasting £1.5m revenue within their first 12 months, they have an immense potential - not based on hype or inflated valuations, but rather achieving mega productivity through intelligent application of AI agents.


Their mid term goal is ~£50m revenue with a sub-30 person team. What's in it for you?

  • Profit share. Cash in your account on regular basis - not a promise of a huge payout IF the company succeeds and sells.


About the role

You'll own data infrastructure end-to-end - ingestion, transformation, storage, delivery.

The current agent system works. Your job is to scale it: more documents, more asset classes, more clients. You'll make architecture decisions, push the boundaries of agentic tooling and ship data as a product to institutional buyers who rely on it for decisions that move millions.

Full ownership from day one, with a genuine progression trajectory for the right person.


✅ Must have requirements:

  • Roughly 3-6 years experience building performant data pipelines and ML systems in production
  • Genuinely AI-native experience: Claude Code, Cursor or equivalent as your daily environment - not occasional experiments
  • Python, Postgres, async, queues - fluent and battle-tested
  • Experience in a small team (2-30 people) where you owned the whole function
  • Data quality obsessive - inconsistencies bother you until they're fixed


👍 Bonus points for:

  • Experience at a financial data provider (Bloomberg, Refinitiv, Preqin, FactSet etc.) or quant finance
  • Experience with LLMs in production / agentic workflow design
  • Web scraping and document parsing at scale


🛂 VISA sponsorship is available if needed (but you need to be already living in the UK)


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