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Applied Machine Learning Engineer

hace 2 meses

Barcelona, Barcelona, España Apple Inc. A tiempo completo
About the Role

We are seeking a highly skilled and experienced Machine Learning Engineer to join our Software Localization team at Apple Inc. As an Applied Machine Learning Engineer, you will play a key role in designing, implementing, and qualifying localization features across a wide range of Apple products.

Key Responsibilities
  • Lead the exploration and application of Large Language Models (LLMs) for performing translation tasks
  • Translate the latest research into high-quality systems and models that can be practically applied to further improve machine translation
  • Actively engage in all aspects of model development, from ideation, training, experimentation to deployment
  • Collaborate with translation, localization quality, project management, and engineering teams to develop and implement machine learning solutions
  • Develop and maintain features, frameworks, and tools to help facilitate the software translation process
Requirements
  • Experience with Machine Learning (ML), with a particular emphasis on Large Language Models (LLMs) and Natural Language Processing (NLP)
  • Proven ability to comprehend, interpret, and apply cutting-edge research into consumer-oriented products
  • Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models
  • Experience adapting pre-trained LLMs for downstream tasks
  • Proficiency using open-source ML toolkits and frameworks (e.g. PyTorch, TensorFlow, OpenNMT)
  • Strong programming skills in Python, C, or C++
Preferred Qualifications
  • Experience in software localization/internationalization
  • Familiarity with localization standards and technologies (Unicode, XLIFF, ICU, etc.)
About Apple Inc.

Apple Inc. is a technology company that designs, manufactures, and markets consumer electronics, computer software, and online services. We are committed to innovation and excellence in everything we do.