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Applied Scientist (Computer Vision)

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djinni.co
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Що робити

  • Develop innovative machine learning algorithms. Implement advanced methods and technologies in model development
  • Analyze large datasets to identify correlations and patterns. Visualize research results for clearer interpretation
  • Tune hyperparameters and optimize algorithms. Improve models to enhance their performance and accuracy
  • Provide consultations and collaborate with colleagues from other departments
  • Report progress and project achievements to management

Що очікуємо

  • 4+ years in machine learning (computer vision domain)
  • Practical experience in at least one of the following problems: classification, detection, segmentation
  • Python3, NumPy, scikit-learn, pandas, SciPy
  • Deep learning frameworks: PyTorch
  • Experience in deploying machine learning models to production

Що пропонуємо

  • Practical experience with GANs, VAEs
  • Probabilistic programming and bayesian framework
  • Model optimization: pruning, quantization, knowledge distillation
  • Basic understanding of web and client-server architecture
  • asyncio, aiohttp, and other async libraries for back-end

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