Market data & infrastructure

The technology that gets market information from source to screen, system and strategy.

Market data isn't one market. It runs from exchange feeds and tick data, through pricing, reference data and benchmarks, into the analytics, connectivity and infrastructure that move information around financial markets.

Ocean Red recruits the engineering, product and commercial people who build, ship and sell that technology.

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The ecosystem

One market. Very different hiring problems.

Where a business sits in the ecosystem changes who it needs to hire.

Real-time & historical market data

Getting raw exchange data in, cleaned up and usable, live and years back. The engineering is about volume, correctness and never dropping a message.

  • Exchange feeds
  • Tick data
  • Order-book data
  • Feed handling
  • Normalisation
  • Capture and distribution
  • Time-series data

Pricing, reference data & benchmarks

The data institutions value, identify and measure against. Accuracy and governance matter as much as speed, and the people need to understand the instruments behind the records.

  • Pricing
  • Evaluated data
  • Reference data
  • Instrument data
  • Indices
  • Benchmarks
  • Data quality

Connectivity & low-latency infrastructure

Moving market data from the venue or source to the systems and people consuming it, fast and without gaps. Here it is the data path. The same technology on the trading path is a different conversation.

  • Market connectivity
  • Ticker plants
  • Feed handlers
  • Data distribution
  • Network performance
  • Latency monitoring

Analytics & data products

Turning market data into something a client will pay for. These hires sit closest to the customer, and need to know what the customer is actually trying to do with the data.

  • Market analytics
  • Trading analytics
  • Quantitative data products
  • Data APIs
  • Research tooling
  • Productised datasets
Experience across the market

My work in market data goes back well before Ocean Red.

I've recruited into order-book and tick-data specialists, global exchange and data groups, index and benchmark providers, low-latency market-data technology firms, connectivity businesses and investment-data platforms.

The searches ran from feed handlers and ticker plants through quantitative analytics and product to client integration and sales. That breadth matters, because 'market data' means something different depending on where you sit.

Types of business

  • Order-book and tick-data specialists
  • Global exchange and data groups
  • Index and benchmark providers
  • Low-latency market-data technology
  • Connectivity and latency monitoring
  • Investment-data and analytics platforms

The work

  • L3 and order-book data
  • Exchange-feed normalisation
  • Historical tick data
  • Pricing, reference and benchmark data
  • Real-time distribution
  • Ticker plants and feed handlers
  • Network analytics and latency monitoring
  • Market and trading analytics
What we hire

Build it. Ship it. Sell it.

The same three functions as the rest of Ocean Red, with the market-data specifics.

Build it

Engineering

The people who build the feeds, pipelines and platforms, and keep them up when the market is busiest.

Typical hires
  • Market Data Engineers
  • C++ Engineers
  • Java Engineers
  • Data & Platform Engineers
  • Connectivity Engineers
  • Database specialists
  • DevOps & SRE
  • Production Support
  • Quantitative & Data Engineers
Ship it

Product

The people who decide what the data product is, and get it into clients' hands.

Typical hires
  • Market Data Product Managers
  • Product Owners
  • Technical Product
  • Quantitative & Product Analysts
  • Technical Business Analysts
  • Implementation & Integration
  • Product leadership
Sell it

GTM

The people who sell data to buyers who know data.

Typical hires
  • Market Data Sales
  • Business Development
  • Pre-Sales & Solutions
  • Account Management
  • Client Coverage
  • Commercial leadership
Current searches

Live in market data now.

Some projects we are currently working on.

View all open roles →
From The Red Signal

What I'm seeing in this market.

Written from the desk, about the people and the data.

Read The Red Signal →
Proof of work

Delivered in this market.

See all proof of work →

Building a market-data business or team?

The hard hires sit at an intersection: technology, data and enough market knowledge to understand what the system is actually doing. That's where I work.

Talk to Richard