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Senior Machine Learning Engineer - Trust & Safety

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Bumble is looking for a Senior Machine Learning Engineer to join our Trust & Safety team and play a key role in fulfilling our mission to create a world where all relationships are healthy and equitable. We are looking for talents with a broad range of ML algorithms and rich hands-on experience in creating varied ML systems. This means exploring, developing and deploying state of the art machine learning models that help Bumble provide a safe and engaging experience for our users and improve the way Bumble operates.

With millions of images and messages exchanged on our platform every day, there is a wealth of opportunity to make a real difference in this role and help people find love all over the world! The ideal candidate combines strong business acumen, extensive experience in a variety of machine learning applications, and a passion for tech.

WHAT YOU WILL BE DOING

    • Work in a cross-functional team alongside data scientists, machine learning engineers, and both technical and non-technical stakeholders.
    • Explore, develop and deliver new cutting-edge technologies for trust and safety systems.
    • Leverage technology like GNNs, CatBoost/XGBoost, LLMs, etc. to create bespoke solutions for complex problems.
    • Set up and conduct large-scale experiments to test hypotheses and drive product development.
    • Deploy models, and lead their continuous monitoring & improvement.
    • Keep up with state-of-the-art research, with the opportunity to create prototypes for the business and publish at top conferences.
    • Working with our MLOps Core K8s platform directly to efficiently serve models at a global scale.

WE'D LOVE TO MEET SOMEONE WITH

    • An advanced degree in Computer Science, Mathematics or a similar quantitative discipline
    • 5+ years of relevant experience
    • Experience with Kubernetes
    • Experience leading ML projects across the full lifecycle.
    • Understanding of software development processes and tools - ETL pipelines, CI/CD, testing frameworks
    • Strong statistical modelling skills - hypotheses testing, inference, regressions, random variables
    • The ability to work collaboratively alongside scientists, engineers and non-technical stakeholders
    • A passion for keeping up with the latest ongoings in Data Science and Machine Learning communities
    • A curious mind, who is a self-starter and endlessly keen to learn and develop themselves professionally

AN ADDED BONUS IF YOU HAVE

    • An understanding of/experience with the Trust & Safety space
    • Experience with cloud infrastructures - GCP is a plus
    • Publications in top data science conferences like KDD, ECML, NeurIPS

Senior Machine Learning Engineer - Trust & Safety

Bumble Inc.
London, UK
Permanent

Published on 19/05/2024

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