MACHINE LEARNING SCIENTIST/ENGINEER, JOB LISTING

Engineering & Information Technology, Full-time, Ankara, Turkey
Keywords: Python, CUDA, OpenCV
Role

As a member of the Distant Vision team, you will research, design, implement, optimize and deploy models and algorithms that advance the state of the art in augmented reality applications. A strong candidate will ideally possess strong expertise in the following areas, and at least a basic familiarity in others.

Job Responsibilities
  • Train machine learning and deep learning models to perform visual recognition tasks, such as segmentation and detection.

  • Develop state-of-the-art algorithms in one or all of the following areas: deep learning (convolutional neural networks), object detection/classification, tracking, multi-task learning, large-scale distributed training, multi-sensor fusion, etc.

  • Optimize deep neural networks and the associated preprocessing/postprocessing code to run efficiently on mobile and embedded devices.

Job Requirements
  • Solid understanding of linear algebra, algorithms, machine learning, optimization, numerical methods.

  • Excellent Python coding, strong engineering practices, debugging/profiling skills, familiarity with multi-threaded programming.

  • Experience with data science tools including Python scripting, numpy, scipy, matplotlib, jupyter notebooks, bash scripting, Linux environment.

  • Experience with at least one main stream deep learning frameworks, including TensorFlow, PyTorch, Caffe(2), MXNet.

  • Experience with computer vision or robotics libraries (e.g., OpenCV, PCL, ROS).

  • Experience with CUDA/OpenCL, OpenGL a plus.

  • Proficient in English communication.

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Mustafa Kemal Mahallesi Bilişim İnovasyon Merkezi ODTÜ Teknokent 280/G

06510 Çankaya/ANKARA

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