Prediction Market Data Pipeline & Fraud Detection Platform
6 Signals

Prediction Market Data Pipeline & Fraud Detection Platform

Turnkey data infrastructure and fraud detection system for prediction markets and betting exchanges.

Added May 10, 2026

Last signal May 10, 2026

Job Ads
Fintech Infrastructure
Fraud Detection
Data Pipelines
Opportunity Score
Opportunity: Low (38%)
Evidence Strength
Vol: 5%
Urg: 50%
Spec: 20%
Market Analysis
medium
$ high
$500M-$1B (prediction markets, sports betting exchanges, and DFS operators in the US)
The Problem

Prediction markets and betting exchanges struggle to build accurate, scalable data pipelines that serve as a trusted single source of truth while simultaneously detecting multi-accounting, bonus abuse, and suspicious betting patterns. Operators are forced to hire dedicated analytics leads, fraud specialists, and engineers to stitch together pipelines and investigate cases manually, which doesn't scale as volume grows during live sports events.

Potential Solution

A vertical SaaS platform that ingests betting and account data from prediction market exchanges, validates and unifies it into a canonical event store, and layers on fraud detection models that flag multi-accounting, bonus abuse, and anomalous betting patterns in real time. The platform exposes a developer-first API for algorithmic traders and an investigation console for risk teams to review flagged cases, eliminating the need to build pipelines and fraud tooling from scratch.

Why Now?

Prediction markets like Novig, Kalshi, and Polymarket are scaling rapidly in the US following regulatory openings, and each new entrant is rebuilding the same data and fraud stack in-house — creating demand for a shared infrastructure layer purpose-built for this category.

Market validation
Opportunity score

38

78% score confidence
Search demand

Trend snapshot pending

Competition (0)

No matched competitors yet

Showing 1-9 of 9 signals

Full Stack Engineer, L4
NovigMay 10, 2026

Build and maintain a developer-first API experience for algorithmic trading and power users

seed
Analytics Lead
NovigMay 10, 2026

Engineer the data foundation: Partner with Engineering to design, validate, and optimize pipelines — ensuring our data infrastructure is accurate, scalable, and the trusted single source of truth.

Fraud and Risk Specialist
NovigMay 10, 2026

About the Role This is an opportunity to help build out the fraud and risk function at one of the fastest-growing prediction markets in the country. You'll investigate multi-accounting, bonus abuse, and suspicious betting patterns — digging into the data, piecing together what's actually going on, and making the call on how to handle it. Every case sharpens the systems that keep the exchange fair and protect real users. This is perfect for someone who likes investigative work, trusts their judgment under pressure, and wants ownership over a function that's still being built. You're the person we turn to when something looks off and needs a clear-eyed person to figure out why.

job-1750508
May 10, 2026
manual
job-6653673
May 10, 2026
manual

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