Machine Learning Research Engineer, Machine Translation

Apple Firmenprofil
Aachen, Germany
about 2 months ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source

Tech stack

Java (Programming Language) Artificial Intelligence Bash Shell C++ (Programming Language) Python (Programming Language) Machine Learning Machine Translation Language Modeling Natural Language Processing Tensorflow Web Pages Pytorch
+3 more
Large Language Models Deep Learning Machine Learning Operations

Requirements

Do you have a Master’s degree?, Multilingual tasks, particularly Machine Translation, have advanced significantly due to the development of multilingual Large Language Models. The Apple MT organization is dedicated to researching state-of-the-art approaches to Machine Translation and Multilingual Large Language Models, as well as applications of this technology. These applications include the Translate app, Safari web page translation, and system-wide translation. We are seeking research scientists and engineers with a passion for applied research in the field of Multilingual Large Language Models and Machine Translation. Your role will involve investigating novel modeling and learning approaches and evaluation methods. As a member of the core modeling team, you will have the opportunity to collaborate with a diverse range of language technologies and contribute to the advancement of LLM and MT technology to address real-world challenges. An ideal candidate should possess exceptional oral and written communication skills and demonstrate a collaborative approach. A track record of impactful contributions to the field of LLM, MT, or related disciplines is highly preferred for senior researchers., Passionate about machine translation, large language model and natural language processing. Proficiency in key language technologies, including machine translation, large language models, and natural language processing. The ability to formulate research problems, design, experiment, and implement solutions in programming languages such as C/C++, Java, Python, and Bash scripting. The design and deployment of real-world, large-scale, user-facing machine translation or large language model systems. Strong spoken and written communication skills., Experience in machine learning and NLP including model training, inference, Large Language Models and neural machine translation, language modeling, sequence-to-sequence models, etc. Experience developing AI/ML systems at scale in production or in high-impact research environments. Knowledge with common deep learning toolkits including JAX, PyTorch or Tensorflow.

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