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Applied ML Engineer - Localisation

Applied ML Engineer - Localisation

Apple Inc.barcelona, España
Hace más de 30 días
Descripción del trabajo

Applied ML Engineer - Localisation & Release Engineering

Barcelona, Barcelona, Spain | Software and Services

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Description

As an Applied ML Engineer in the Software Localization team, you will join a passionate team of engineers to design, implement, and qualify localization features across various Apple products. You will help architect the future of localizing ML models and machine translation, ensuring Apple and third-party developers can deliver top-tier software to users worldwide. Your responsibilities include :

  • Leading exploration and application of Large Language Models (LLMs) for translation tasks
  • Translating cutting-edge research into practical, high-quality systems and models to enhance machine translation
  • Engaging in all aspects of model development, from ideation and training to deployment
  • Collaborating with translation, localization quality, project management, and engineering teams to develop ML solutions
  • Developing and maintaining tools and frameworks to facilitate software translation

Minimum Qualifications

  • Experience with Machine Learning, especially Large Language Models (LLMs) and Natural Language Processing (NLP)
  • Strong programming skills in Python, C, C++, or similar languages

    • Preferred Qualifications

  • BS, MS, or PhD in Computer Science, AI, or ML (or equivalent experience)
  • Ability to translate research into consumer products
  • Experience with fine-tuning and training models
  • Adapting pre-trained LLMs for downstream tasks
  • Proficiency with open-source ML frameworks (e.g., PyTorch, TensorFlow, OpenNMT)

    • Additional Requirements

  • Experience in software localisation and internationalization
  • Knowledge of localisation standards and technologies (Unicode, XLIFF, ICU, etc.)
  • Native-level proficiency in reading, writing, and speaking foreign languages
  • Experience with scripting languages (bash, Ruby, Perl)
  • Knowledge of Computational Linguistics
  • Published research in ML or AI
  • Experience with Xcode for Apple platforms
  • Proficiency in Objective-C and Swift
  • Familiarity with Apple APIs (SwiftUI, Foundation, etc.)
  • Interest or experience in languages and cultures
  • Ability to work cross-functionally and cross-culturally

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    Ml Engineer • barcelona, España