Computer Vision Research and Development Expert
hace 7 días
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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