Apple Machine Translation team is seeking researchers and scientists to develop the next generation of core machine translation (MT) technology and large language model (LLM) technologies to empower users to communicate seamlessly across language barriers and execute multilingual tasks with ease.
Requirements
- 3+ year 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.
- 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.
Responsibilities
- Investigating novel modeling and learning approaches and evaluation methods.
- Contribute to the development of the next generation of core machine translation (MT) technology and large language model (LLM) technologies.
- Researching state-of-the-art approaches to Machine Translation and Multilingual Large Language Models, as well as applications of this technology.
- Collaborate with a diverse range of language technologies and contribute to the advancement of LLM and MT technology to address real-world challenges.
- Develop AI/ML systems at scale in production or in high-impact research environments.
- Formulate research problems, design, experiment, and implement solutions in programming languages such as C/C++, Java, Python, and Bash scripting.
- Design and deployment of real-world, large-scale, user-facing machine translation or large language model systems.
Other
- Exceptional oral and written communication skills
- Demonstrate a collaborative approach.
- Strong spoken and written communication skills.
- Passionate about natural language processing, language modeling (LLMs), and machine translation.
- Passionate about machine translation, large language model and natural language processing.
