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Apple Applied ML Engineer - Localisation United States, Texas, Austin 166428541
15.06.2024
Description
* Leading the exploration and application of Large Language Models (LLMs) for performing translation tasks* Translating the latest research into high-quality systems and models that can be practically applied to to further improve machine translation* Actively engaging in all aspects of model development, from ideation, training, experimentation to deployment.* Collaborating with translation, Localisation quality, project management and engineering teams to develop and implement machine learning solutions* Developing and maintaining features, frameworks and tools to help facilitate the software translation process
Key Qualifications
- * 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++
Education & Experience
BS, MS or PhD in Computer Science, Artificial Intelligence, or Machine Learning (or equivalent experience)
Additional Requirements
- * Experience in software Localisation / internationalization
- * Familiarity with Localisation standards and technologies (Unicode, XLIFF, ICU, etc.)
- * Native-level foreign language skills in reading, writing and speaking
- * Experience in scripting languages (e.g. bash, Ruby, Perl)
- * Knowledge of Computational Linguistics
- * Published research in the field of Machine Learning or AI
- * Experience using Xcode to build software for Apple’s platforms
- * Proficiency with Objective-C and Swift programming languages
- * Proficiency with Apple’s development APIs (SwiftUI, Foundation, etc.)
- * Experience or curiosity in languages and culture
- * Comfortable working cross-functionally and cross-culturally
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