AIML - Machine Learning Engineer, Visual Intelligence Technology

Appleabout 2 months ago
San Francisco, CA, United States
Hybrid
Full-time
Junior Level (1-3 years)

Job Description

Job Description

In Visual Intelligence Technology team, we work hard to bring the best user experiences powered by Apple Intelligence. We leverage cutting-edge technologies like Visual Search and LLM to empower user-facing features like Visual Look-up and Visual Intelligence in camera and photos. We also advance our technology innovation in Visual Intelligence Technology and Multimodal Foundation Model for longer-term ambitious goals.

As part of this group, you will be doing large scale machine learning and deep learning to improve Query Understanding and Ranking of search and developing fundamental building blocks needed for Artificial Intelligence. This involves developing sophisticated machine learning models, using word embeddings and deep learning to understand the quality of matches, online learning to react quickly to change, natural language processing to understand queries, taking advantage of petabytes of data and signals from millions of users and combining information from different sources to provide the user with results that best satisfies their intent and information seeking needs.

You will also work with researchers and data scientists to develop, fine-tune, and evaluate domain specific Large Language Models for various tasks and applications in Apple's AI powered products, also conduct applied research to transfer the groundbreaking research in generative AI to production ready technologies.

Qualifications

  • Education: MS or PhD in Computer Science, Artificial Intelligence, Machine Learning, Information Retrieval, Data Science or related field
  • Experience: 7+ years of experience in machine learning, deep learning, information retrieval, natural language processing or data mining
  • Prompt Engineering: 5+ years of experience of prompt engineering, fine-tuning, evaluating, and developing data collection/annotation/management tooling for LLMs
  • Leadership: Experience being a tech lead, and has been successfully leading a team to ship software to users
  • Knowledge: Excellent knowledge and good practical skills in designing ML platforms, architectures or algorithms
  • Interpersonal Skills: Strong interpersonal skills able to work independently as well as in a team

Preferred Qualifications

  • Has iOS / MacOS development experience
  • Experience with optimizing performance on resource constrained devices
  • Experience with relevant deep learning software packages (Keras, Tensorflow, PyTorch...)
  • Experience with graphics development: OpenGL, Metal, Vulcan or neural engine integration / optimization
  • Experience with OpenGL and/or OpenCL programming

Required Skills

Graphics Development (OpenGL, Metal, Vulkan)
Data Mining
Software Development
Deep Learning Frameworks (Keras, TensorFlow, PyTorch)
Prompt Engineering
OpenCL Programming
Deep Learning
Machine Learning
Natural Language Processing
iOS Development
Fine-tuning LLMs
Information Retrieval
MacOS Development