Machine Learning Engineer, Identity
Found in: Jooble US O C2 - 2 weeks ago
[Full Time] Machine Learning Engineer, Identity at Stripe (United States) | BEAMSTART Jobs Machine Learning Engineer, Identity
Stripe United States
Date Posted
25 Jun, 2022
Work Location
San Francisco, United States
Salary Offered
Not Specified
Job Type
Full Time
Experience Required
6+ years
Remote Work
Yes
Stock Options
No
Vacancies
1 available
Before Stripe, every growing internet platform had a payments team. Today, every growing internet platform has an Identity team. Identity verification is a core piece of economic infrastructure for online businesses. Great identity solutions can help platforms automate the process of satisfying regulatory obligations while keeping their users safe. Join Stripe to help build a service that empowers platforms to take the burden and cost out of identity verifications and scale globally with ease.
We’re looking for a Machine Learning engineer to help envision, build, and deploy novel approaches for using optical character recognition (OCR) on identity documents while maintaining a great user experience. This role is perfect for engineers interested in using computer vision and machine learning algorithms to build state-of-the-art OCR solutions.
You will:Define and drive the vision for OCR practice for Stripe’s Identity productDesign and deploy new OCR algorithms using tools such as Tensorflow, PyTorch, OpenCV, etc.Design systems for text detection and extraction, document layout recognition, and language detectionIteratively improve document detection and extraction modelsExplore green-field projects and convert abstract requirements into concrete deliverablesImprove the way we evaluate and monitor our model and system performanceCollaborate with stakeholders and drive projects involving a wide variety of technologies and systems to successful completionWe’re looking for someone who has:An advanced degree in a quantitative field (e.g. statistics, mathematics, computer science) and experience in software engineering in a production environment5+ years industry experience working on end-to-end OCR systemsExperience designing computer vision algorithms and training machine learning models to solve text detection and recognition, document layout recognition, and language detection problemsKnowledge about how to manipulate data to perform analysis, including querying data, defining metrics, or slicing and dicing data to evaluate a hypothesisNice to have: previous experience or interest in identity verification products
About Stripe Payments infrastructure for the internet. Company Size: 1001 - 5000 People Year Founded: Not Specified Country: United States Company Status: Actively Hiring Looking for Partners Looking for Clients Raising Funds Share This JobMore Full Time Jobs Dynamics Business Central Specialist
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