Apple Machine Translation team is looking to develop the next generation of core MT technology to allow our users to communicate across language barriers.
Requirements
- 3+ year experience in machine learning and NLP including model training, inference 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.
- Expertise in key language technologies including machine translation, large language model and natural language processing.
- Ability to formulate a research problem, design, experiment and implement solutions in C/C++/Java, Python, bash scripting, etc.
- Experience working with standard MT/NLP toolkits preferred, e.g. FairSeq, OpenNMT, etc.
- Design and deployment of real-world, large-scale, user-facing MT or LLM systems.
Responsibilities
- Develop the next generation of core MT technology
- Investigating novel modeling and learning approaches and evaluation methods
- Advance the edge of the MT technology to tackle real world problems
- Develop AI/ML systems at scale in production or in high-impact research environments
- Design and deployment of real-world, large-scale, user-facing MT or LLM systems
Other
- Excellent oral and written communication skills
- a team player
- Track record of impactful contributions to the field of MT or related fields preferred for senior researchers.
- Excellent spoken and written communication skills.
