AI/ML Job: Machine Learning Engineer

Stripe

Machine Learning Engineer at Stripe

Remote โ€บ 100% remote position (in the US)
  (Posted Mar 2 2021)

Job description
Machine Learning Engineer, Fraud Intelligence

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 Stripeโ€™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 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 behaviour?

You will have an outsized impact on the direction, design & implementation of the solutions to these problems.

Your work will include:
Designing, training, improving & launching models
Proposing and implementing ideas that directly reduce Stripeโ€™s fraud losses
Building systems that evaluate businesses for risk and take appropriate actions
Working with our partner teams to launch new policies that directly impact Stripeโ€™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 3 years of experience in training ML models
Enjoy and have experience shipping ML models in a large-scale production environment
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


 

Company: Stripe

Stripe
job info / career page
Linkedin profile
Location: US Remote, 100% Remote

Map of the USA

Skills wanted for this job:
ml python ruby scala spark

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