Computer Vision Research and Development Expert

hace 7 días


Barcelona, Barcelona, España Apple A tiempo completo

Overview

The AI Lab at Apple is responsible for bringing state-of-the-art research in Generative AI to the Personal Systems product portfolio. Our team is dedicated to staying up-to-date with the latest advancements in privacy regulations and industry trends to inform our research.

Job Summary

We are seeking a highly skilled Computer Vision Research Engineer to join our dynamic and fast-paced group. As a member of our team, you will work on different research areas to take new computer vision algorithms/models from prototype to production while coordinating with different teams and stakeholders.

Responsibilities:

  • Implement and integrate state-of-the-art deep learning algorithms/models that enable high-quality user experiences.
  • Develop custom algorithms to solve specific computer vision problems.
  • Fine-tune approaches and train models using TensorFlow, PyTorch, or Keras.
  • Adapt pre-trained Large Language Models (LLMs) for downstream tasks.
  • Work with cross-functional teams to bring research to production.

Requirements:

  • Experience with Machine Learning (ML), with a particular emphasis on Computer Vision (CV) and LLMs.
  • Published research in the field of ML, AI, or CV.
  • Familiarity with research papers and implementing state-of-the-art methods.
  • Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models.
  • Proficiency in Python, especially with libraries such as NumPy, OpenCV, and scikit-image.

Preferred Qualifications:

  • Knowledge of C++ for performance optimization and low-level vision algorithms.
  • Skills in optimizing model performance, including model pruning, quantization, and hardware acceleration using GPUs or TPUs.
  • Strong understanding of image processing techniques such as filtering, edge detection, feature extraction, and transformation.

Salary: $180,000 - $220,000 per year



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