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Sr. Data Scientist

Manager

EagleView | Operations

Primary Responsibilities:

  • Help to create & improve machine learning deep learning models for geospatial imagery feature extraction
  • R&D for deep learning convolutional neural networks for new geospatial, imagery feature extraction that lead to scalable solutions against petabytes of imagery
  • Aggregate, clean, and organize geospatial data for machine learning model training and validation.
  • Collaborate with scientists and engineers to develop & scale deep learning CNN to cloud environments
  • Process raster and vector data using Python and OpenCV-like libraries for ingestion into neural nets & Computer Vision algorithms
  • Work with the team to develop new techniques and capabilities using machine learning and neural networks
  • Other duties as assigned
Skills & Requirements

  • Good experience in Python
  • Experienced with CNN Deep Learning (fine-tuning, transfer learning, Image Classification, Object Detection, Semantic Segmentation)
  • Experience with digital image processing and digital image handling
  • Experienced with large scale training data handling, model performance metrics, model iteration, & quantification of model improvement
  • Experienced with Amazon AWS or comparable cloud processing
  • Experienced with Linux-based command line environments
  • SQL knowledge
  • Ability to work independently & excellent communication skills
  • Minimum BS in computer science, engineering or related field or equivalent work experience (6+ years experience)

 

EagleView® offers competitive pay and robust benefit plans along with the opportunity to grow your career in a fast-paced, fun and casual environment.

EagleView and its subsidiaries are committed to leveraging the talent of a diverse workforce to create great opportunities for our business and our people. EOE/AA. Minority/Female/Disability/Veteran.