Karkidi
Applied ML Engineer - Localisation
Karkidi, Cupertino, California, United States, 95014
As an Applied ML Engineer in the Software Localisation team, you will join a phenomenal team of passionate engineers to design, implement and qualify Localisation features across a wide variety of Apple’s products. We are looking for an exceptional candidate to help architect the future of localizing ML models and machine translation. Your role is to ensure Apple and third-party developers using Xcode can deliver world-class software products to millions of users around the world. Your duties include:
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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