Machine Learning Engineer (NLP) - Trust & Safety
UK London
Bumble Inc.
Bumble has changed the way people date, create meaningful relationships & network with women making the first move. Meet new people & download Bumble.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 machine learning applications (specifically in NLP), 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 solutions for text-based ML, leveraging technologies like transformers, LLMs, etc.
- Set up and conduct large-scale experiments to test hypotheses and drive product development.
- Working with our MLOps Core K8s platform directly to efficiently serve models at a global scale.
- 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.
WE’D LOVE TO MEET SOMEONE WITH
- An advanced degree in Computer Science, Mathematics or a similar quantitative discipline
- Experience in designing, developing, and training NLP models
- Experience with Kubernetes
- Understanding of software development life cycle processes and tools - ETL pipelines, CI/CD, testing frameworks
- Strong statistical modelling skills - hypotheses testing, inference, regressions, random variables, etc.
- The ability to work collaboratively alongside scientists, engineers and non-technical stakeholders
- 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
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: CI/CD Computer Science ETL GCP Kubernetes LLMs Machine Learning Mathematics ML models MLOps NeurIPS NLP Pipelines Research SDLC Statistics Testing Transformers
Perks/benefits: Career development Conferences
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