Coinflow

Machine Learning Engineer - Fraud

Coinflow
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4 months ago

Base Salary

$225k - $275k/yr

Responsibilities

  • Build and deploy fraud detection and risk decisioning capabilities through feature engineering, model development, and productionization.
  • Own the complete model lifecycle, including experimentation, evaluation, monitoring, retraining, and iteration.
  • Define and improve fraud and risk metrics such as detection rate, false positive rate, chargeback rate, and dispute win rate.
  • Analyze transaction and behavioral data to identify fraud signals and emerging attack patterns.
  • Partner with Engineering, Product, and Operations to integrate fraud intelligence into payment flows and internal tooling.
  • Integrate and orchestrate external fraud and risk partners and maximize the value of their platforms.
  • Establish ML and data practices across the company and lead the first dedicated ML team.
  • Shape Coinflow’s long-term fraud, risk, and ML roadmap.

Requirements

  • At least 5 years of experience in machine learning, applied data science, or production ML roles.
  • Demonstrated experience building fraud models in payments, with direct acquiring-side exposure at an acquirer, payment service provider, or payment facilitator.
  • Proven ability to take ML projects from proof of concept through fully deployed production systems.
  • Deep familiarity with authorization fraud, card-not-present fraud, friendly fraud, chargeback patterns, and merchant risk.
  • Strong foundation in machine learning, statistics, and feature engineering on high-volume financial data.
  • Preferred experience at an acquirer, ISO, PayFac, or payments infrastructure company.
  • Preferred experience developing, managing, and scaling MLOps pipelines and monitoring systems, including retraining schedules and real-time performance metrics.
  • Preferred experience scoping cloud compute for scalable ML workloads.
  • Preferred familiarity with card network rules, dispute and chargeback workflows, and fraud liability frameworks.
  • Preferred experience as an early or sole ML hire at a startup.
  • Preferred exposure to real-time or near-real-time fraud scoring systems and stablecoin, crypto, or alternative payment rails.

Benefits

  • Competitive base compensation, performance bonus, and meaningful equity ownership.
  • Health and wellness benefits.
  • 401(k) savings plan.
  • Flexible time off.
  • Opportunity to build core fraud and risk infrastructure at a rapidly scaling fintech company and work directly with world-class investors.

Categories

Coinflow

About Coinflow

51-200 employees

Coinflow is a Chicago-based payment service provider for marketplaces, fintechs, remittance providers, gaming platforms, and e-commerce merchants, offering instant settlement using stablecoins. Its platform combines global pay-ins, multi-currency FX, unified payouts, AI-driven fraud prevention, and chargeback indemnity, sold via transaction-based processing. Founded in 2023, Coinflow announced a Series A led by Pantera Capital in October 2025.

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