NLP Model Engineer
3 weeks ago
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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