Data Engineer (Sports & Prediction Markets) (Toronto)

Data Engineer (Sports & Prediction Markets) (Toronto)

27 Oct
|
Betstamp Ventures
|
Toronto

27 Oct

Betstamp Ventures

Toronto

About Betstamp Ventures One team.

Four high-growth businesses.

More than 2 million people using what we build.

Betstamp Ventures spans iGaming technology, market data and odds pricing, trading and market making, and acquisition and media.

We price 200+ sportsbooks, operate a portfolio of consumer apps, and run our own media company.

It started with Betstamp, the free odds comparison and bet tracking app that professional bettors built in 2020 because the market didn't offer sharp enough tools.

It's earned 200,000+ downloads and a 4.9-star rating, and the pricing behind it now runs across the industry.

Today the same team also runs our own iGaming consumer brands and the media and partnerships business that brings players to them, all Canadian-owned and operated from our King Street West HQ in Toronto.

Small by design.

One team runs all four businesses, so there's a lot of ground per person, and you're trusted with real scope early.

About Betstamp This role is on Betstamp, our sports market-data business.

Betstamp is the pricing intelligence layer for sports betting.

We turn 200+ sportsbooks, exchanges, and prediction markets into one sharp, real-time view of fair value, for the sportsbooks that price against it, the bettors who bet with it, and the traders who move on it.

We launched in 2020, built by professional bettors who needed sharper tools than the market offered and won at scale using them.

That same pricing now runs as infrastructure across the industry.

Because it's still used to win real money, it can't drift.

Every model is backtested against years of closing lines and monitored continuously.

What our customers run on is the pricing we stake our own edge on.

What we build One pricing engine, delivered three ways: Sportsbooks and operators get fair-value pricing on player props, alternates, and ladders, correlation-aware same-game-parlay pricing, and a normalized real-time and historical feed that drops into their existing trading stack.

Professional bettors get Betstamp PRO, the skilled odds screen: True Line pricing across 200+ books and real-time edge detection the moment a market is mispriced.

Prediction market traders get the raw feed by API: sub-second data on every market we cover, benchmarked against the full spread of books and exchanges. 200+ sportsbooks and operators. 2,500+ markets.

Sub-second refresh.





Why now We're at the point where a product built for bettors has become infrastructure the industry runs on, and prediction markets have opened a category that barely existed three years ago.

That's a rare window, and we're small enough that the people who join now shape what gets built rather than maintain what already exists.

The work has unusual clarity to it.

Pricing is either sharp or it isn't, and our customers would know within a day if it weren't.

You'll see the effect of your work quickly, and you'll be trusted with real scope early.

Who You'll Work With You'll be part of our engineering team, working every day with the people who build our sports data platform.

The Role We track odds across sportsbooks, exchanges, and prediction markets in real time, calculating line movement, best available price, edge, and expected value.

Our Go monorepo includes sportsbook scrapers, a Redis Streams and Click

House data pipeline, and the REST API powering pro.betstamp.com and our props screen.

You'll help maintain and improve these systems as feeds change, markets move, and integrations break. AI is central to how we work.

You'll be expected to use coding agents and other AI tools heavily for implementation, debugging, testing, and investigation, while reviewing their output carefully and remaining accountable for the result.

What You'll Own Ingestion pipelines: Reliability, coverage, and latency across 100+ scraper integrations, including fixes for feed changes, renamed markets, and blocking.

Data pipeline and databases: Redis Streams, our market processor, Atlas migrations, and Click

House schemas.

Query performance: Optimize PostgreSQL and Click

House for markets, fixtures, and line-history workloads.

Monitoring: Prometheus and Grafana alerting that catches a degraded feed before a customer does. AI-enabled development: Use AI to move faster and automate repetitive data engineering work You'll begin with scrapers and gradually take ownership across the stack.





Architecture decisions, production incidents, and irreversible changes will be handled alongside a senior engineer.

The Stack Go 1.25 · PostgreSQL 18, Atlas, and Click

House · Redis/Dragonfly, Redis Streams, and RabbitMQ · Kubernetes, Docker, and Git

Hub Actions What We're Looking For Strong fundamentals in a backend language such as Go, Java, C#, Rust, C++, Kotlin, or server-side Type

Script Comfortable working with SQL and investigating query performance Some experience with Linux and containers Active, thoughtful use of AI coding tools, with the judgment to verify their work An interest in how AI can improve engineering workflows and products A habit of verifying assumptions and communicating clearly Based in Toronto or willing to relocate Go experience isn't required, but you should be able to become productive in it within a few weeks.

Nice to Have Experience scraping websites or reverse-engineering undocumented APIs Experience with Click

House, Prometheus, or high-throughput streaming systems Experience building internal tools with LLM APIs An interest in sports, betting, or prediction markets What’s In It for You Competitive salary & raises: share in the upside you build Autonomy & influence: real scope early, not tickets Gear & learning stipend, plus free rein testing and spending on the AI tools of the future World-class betting tools: the same tools professional bettors pay for, free Sports-centric culture: team watch parties, office prop pools, and the inside scoop on sharp bets The Process Short video intro: a few questions, recorded on your own time 45-min intro call: meet the team, swap questions Lightweight take-home (under 2 hours): a real problem from this codebase, not a Leet

Code exercise Systems conversation: a real problem together, no whiteboard algorithms Final interview: meet leadership Offer → onboarding → shipping to thousands of bettors Closing We are a team of experienced developers writing exciting new features for Betstamp every day.

If you’re looking for an opportunity to have increased responsibility, design decisions, and manage projects from start to finish, Betstamp is a good fit for you.

We care more about ability to learn and deliver than ticking every box.

If you’re close, apply! Start date: As soon as you're ready.

📌 Data Engineer (Sports & Prediction Markets) (Toronto)
🏢 Betstamp Ventures
📍 Toronto

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