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Stripe
Machine Learning EngineerStripe • Toronto, Ontario, Canada
Machine Learning Engineer

Machine Learning Engineer

Stripe • Toronto, Ontario, Canada
Il y a 29 jours
Type de contrat
  • Temps plein
Description de poste

Who we are

About Stripe

Stripe is a financial infrastructure platform for businesses. Millions of companiesfrom the worlds largest enterprises to the most ambitious startupsuse Stripe to accept payments grow their revenue and accelerate new business opportunities. Our mission is to increase the GDP of the internet and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyones reach while doing the most important work of your career.

About the team

Our Applied ML team aims to reform how our users interact with Stripe. We are doing so by (a) automating the easy tasks and (b) assisting our users in the difficult tasks. Some examples include helping our users resolve issues with Stripe faster or making it easier for our users to sign up and navigate Stripe. We are using the latest LLMs as well as fine-tuning our own models. Were an end-to-end team going from ideas to models to shipping in production. You can learn more about our teams work from this recent talk.

What youll do

As a machine learning engineer you will be responsible for analyzing opportunities proposing ideas training & evaluating ML models running experiments and deploying everything to production. You will also have the opportunity to contribute to and influence ML architecture at Stripe as well as be a part of a larger ML community.

Responsibilities

Our team operates fluidly and here are some problems you may tackle:

  • How do we evaluate a system offline & online
  • How do we improve performance to match (and beat) humans
  • How do we ensure model quality doesnt degrade online
  • Does fine-tuning an LLM give us better performance
  • What are the right OSS and in-house platforms we should invest in

And in the process you will:

  • Develop pipelines and automated processes to train and evaluate models in offline and online environments
  • Integrate ML models into production systems and ensure their scalability and reliability
  • Collaborate with product and strategy partners to propose prioritize and implement new product features
  • Engage with the latest developments in ML/AI and take calculated risks in transforming innovative ML ideas into productionized solutions

Who you are

We are looking for ML Engineers who are passionate about using ML to improve products and delight customers. You have experience developing streaming feature pipelines building ML models and deploying them to production even if it involves making substantial changes to backend code. You are comfortable with ambiguity love to take initiative and have a bias towards action.

Minimum requirements

  • Have at least 3 years of experience shipping ML systems in production
  • 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

Preferred qualifications

  • 5 years of experience in full time software development roles
  • Experience shipping LLM integrations to user products with high quality
  • Experience operating in highly ambiguous environments
  • Knowledge about driving a hypothesis from data

Required Experience:

IC


Employment Type : Full Time
Experience: years
Vacancy: 1
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Machine Learning Engineer • Toronto, Ontario, Canada

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