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Staff Machine Learning Engineer, Fraud Intelligence

Stripe builds the economic infrastructure for the internet.

Stripe

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1,001-5,000

Stripe builds the economic infrastructure for the internet. Building trust between banks, businesses & customers is a key ingredient for Stripe to be successful. Unfortunately, fraudsters & bad actors erode that trust.  
The Fraud Intelligence team builds backend and machine learning (ML) systems to reduce fraud while retaining a best-in-class user experience. Our work directly impacts Stripe’s bottom line, and we help build a safer financial backbone for the internet.   
Here are some of the problems you will be tackling:
  • How do we featurize all user interactions on Stripe and train models on high-dimensional input?
  • How do we design models to handle both tabular & unstructured data?
  • How do we train models to learn quickly from fresh incremental data (few-shot learning)?
  • What unsupervised systems can we build to detect anomalous behavior?  
You will have an outsized impact on the direction, design & implementation of the solutions to these problems.  
Your work will include:
  • Setting the technical & process direction for the team based on business goals
  • Designing, training, improving & launching models 
  • Proposing and implementing ideas that directly reduce Stripe’s fraud losses
  • Building systems that evaluate businesses for risk and take appropriate actions
  • Leading partner teams to launch new policies that directly impact Stripe’s bottom line
  • Helping engineers across the company to develop technologies for scaling our infrastructure
  • Debugging production issues across services and multiple levels of the stack  
You may be a good fit if you:
  • Have at least 7 years of experience in training ML models
  • Enjoy and have experience shipping ML models in a large-scale production environment
  • Have led multiple engineers to deliver large-scale high-impact projects
  • Hold yourself and others to a high bar when working with production systems
  • Take pride in taking ownership and driving projects to business impact
  • Thrive in a collaborative environment
  • [Bonus] Have experience in Python, Scala (Spark), or Ruby

About this role

November 19th, 2021

March 31st, 2021

Full Time

Stripe is hiring for this role in these timezones.
Icons/design/feather/country/us All US timezones
-10.00 -10.00
-9.00 -9.00
-8.00 -8.00
-7.00 -7.00
-6.00 -6.00
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14.00 14.00

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About Stripe

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Stripe is a software platform for starting and running internet businesses. Millions of businesses rely on Stripe’s software tools to accept payments, expand globally, and manage their businesses online. Stripe has been at the forefront of expanding internet commerce, powering new business models, and supporting the latest platforms, from marketplaces to mobile commerce sites. We believe that growing the GDP of the internet is a problem rooted in code and design, not finance. Stripe is built for developers, makers, and creators. We work on solving the hard technical problems necessary to build global economic infrastructure—from designing highly reliable systems to developing advanced machine learning algorithms to prevent fraud.

Tech stack

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Software
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1,001-5,000

2009

Patrick Collison

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Icons/design/feather/country/us United States
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