NLP Model Engineer

3 weeks ago


London, Greater London, United Kingdom Bumble Inc. Full time

Bumble Inc. is seeking a highly skilled Machine Learning Engineer with a deep understanding of NLP algorithms to join our Trust & Safety team. This role requires expertise in building text-based ML systems, exploring, developing, and deploying state-of-the-art models that enhance the user experience and operational efficiency.



Responsibilities


  • Collaborate with cross-functional teams to design, develop, and deploy cutting-edge NLP solutions.
  • Work on developing and training NLP models, leveraging technologies like transformers and LLMs.
  • Lead the continuous monitoring and improvement of deployed models.


Requirements


  • An advanced degree in Computer Science, Mathematics, or a similar quantitative field.
  • Hands-on experience in designing and developing NLP models, with a strong background in statistical modeling and software development life cycle processes.
  • Experience with Kubernetes and cloud infrastructure, preferably GCP.
  • A passion for staying up-to-date with the latest developments in data science and machine learning communities.
  • A collaborative mindset and excellent communication skills to work with scientists, engineers, and non-technical stakeholders.


Preferred Qualifications


  • Understanding of the Trust & Safety space.
  • Prior experience with publications in top data science conferences.


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