AIML - Staff Machine Learning Engineer, Answers, Knowledge & Information (AKI)
Core
Developing LLMs and NLP models to enhance Siri's ability to answer personal domain questions using user documents.
Role type
Staff Machine Learning Engineer (NLP/LLM)
Builds
Personal Q&A models integrated with Siri capabilities
Domain
Consumer technology, Search, Information Retrieval
Deliverable
production ML models
Required skills
Machine Learning, NLP, LLMs, Python, Go, C/C++, ML frameworks (PyTorch, JAX, TensorFlow, XGBoost), Data pipelines, RLHF, Query understanding, Ranking
Preferred skills
Deep learning, Search relevance and ranking, Q&A, Personalization, User behavior modeling, Data-driven decision-making
Technologies
PyTorch, JAX, TensorFlow, XGBoost
Responsibilities
Research, design, implementation, and evaluation of models for Personal Q&A; Implement and extend LLM models with fine-tuning and RLHF; Develop data pipelines; Establish quality metrics and evaluation sets; Collaborate on product requirements; Define long-term technical vision.
Seniority
Staff, hands-on IC with strategic vision
