
Job Overview
Location
United States
Job Type
Full-time
Category
Data Science
Date Posted
July 2, 2026
Full Job Description
đź“‹ Description
- • Design and execute structured evaluation frameworks to assess the quality, coverage, and fraud-signal value of incoming third-party data assets from vendor partners
- • Build lift analyses, backtests, and champion/challenger comparisons to quantify the incremental fraud detection value of new data signals against Sardine’s existing fraud detection stack
- • Profile vendor datasets for completeness, freshness, match rates, and population coverage across fintech verticals including crypto, neobanks, e-commerce, and payments
- • Collaborate with fraud leadership to define evaluation criteria tied to real fraud outcomes such as false positive rates, catch rates, precision/recall tradeoffs
- • Translate complex vendor data findings into clear, actionable recommendations: adopt, pilot, deprioritize, or decline
- • Partner with data engineering teams to define ingestion requirements and ensure test environments accurately reflect production-like conditions
- • Document evaluation results and maintain an internal knowledge base tracking vendor data performance over time
- • Support ad hoc deep dives into fraud trends, model performance, and client-specific data questions as needed
- • Work closely with the Head of Fraud, product, data engineering, and client-facing teams to align data assessments with business and fraud outcomes
- • Operate in a remote-first environment with flexibility to work from anywhere in the United States or Canada
- • Contribute to a fraud consortium that spans over 6 billion profiled devices, 800 million consumers, and 3 million businesses worldwide
- • Ensure analytical outputs are communicated effectively to non-technical stakeholders through clear narratives and visualizations
- • Define your own structure and workflow in a fast-moving, ambiguous environment with high ownership and visibility
🎯 Requirements
- • 3–5 years of experience in data analysis, data science, or a related analytical role — ideally in fraud, risk, fintech, or a data-heavy B2B SaaS environment
- • Proficiency in SQL (required) and Python or R for data manipulation, statistical analysis, and visualization
- • Solid understanding of evaluation metrics and statistical concepts: precision/recall, AUC/ROC, lift, population distributions, and A/B testing basics
- • Experience working with external or third-party datasets — assessing data quality, match rates, and signal value
- • Strong written and verbal communication skills; ability to synthesize complex analysis into clear narratives for non-technical stakeholders
- • Comfort with ambiguity and the ability to define your own structure in a fast-moving environment
🏖️ Benefits
- • Generous compensation in cash and equity
- • Early exercise for all options, including pre-vested
- • Work from anywhere: Remote-first Culture
- • Flexible paid time off and Year-end break
- • Health insurance, dental, and vision coverage for employees and dependents
- • 4% matching in 401k / RRSP
- • MacBook Pro delivered to your door
- • One-time stipend to set up a home office — desk, chair, screen, etc.
- • Monthly meal stipend
- • Monthly social meet-up stipend
- • Annual health and wellness stipend
- • Annual Learning stipend
Skills & Technologies
See exactly how your profile matches this role — strengths, skill gaps, and what to do about them.
About Sardine Inc.
Sardine Inc. provides real-time fraud prevention and compliance infrastructure for fintechs, crypto platforms, and digital banks. Its API-based platform combines device fingerprinting, behavioral biometrics, transaction monitoring, and sanctions screening to detect and block fraud before funds move. The company serves payment processors, neobanks, and crypto exchanges, helping them reduce chargebacks, meet regulatory requirements, and onboard users faster while minimizing risk.
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