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PE
Perplexity
3mo ago

Machine Learning Research Engineer - Search(m/w/x)

Berlin
Full-timeOn-siteExperienced
AI/ML
Data Science

Description

In this role, you will be at the forefront of developing advanced search technologies, focusing on optimizing deep learning models and enhancing search quality through collaboration with various teams.

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Requirements

  • Deep understanding of search and retrieval systems
  • Proven track record with large-scale search or recommender systems
  • Strong proficiency with PyTorch
  • Expertise in representation learning
  • Strong publication record in AI/ML conferences or workshops
  • Self-driven with a strong sense of ownership
  • Minimum of 3 years working on search or recommender systems

Work Experience

3 years

Tasks

  • Push search quality forward
  • Architect and build core components of the search platform
  • Design, train, and optimize large-scale deep learning models
  • Leverage frameworks like PyTorch for distributed training
  • Conduct advanced research in representation learning
  • Deploy models in a scalable and performant way
  • Build and optimize RAG pipelines for grounding and answer generation
  • Collaborate with Data, AI, Infrastructure, and Product teams

Tools & Technologies

PyTorch

Languages

EnglishBusiness Fluent

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