Senior Software Developer Expert in Computer Vision

2 weeks ago

Herndon, Virginia, United States Reinventing Geospatial, Inc. (RGi) Full time
Job Title: Senior Software Developer, Expert in Computer Vision

At Reinventing Geospatial, Inc. (RGi), we are seeking a highly skilled Senior Software Developer with expertise in Computer Vision to join our team. As a key member of our team, you will be responsible for extracting and transforming data using programming languages such as Python and associated open-source data analytics libraries.

Key Responsibilities:
  • Extract and transform data using programming languages such as Python and associated open-source data analytics libraries
  • Ascertaining unique ways to apply algorithms to derive specific customer data analytic results
  • Applying big data analytics tools to large, diverse sets of collection data to assess risk of adverse threat activities
  • Extending existing algorithms as required to support customer requirements
  • Applying data science methods to create and optimize convolutional neural networks that will perform classification, localization and segmentation of various modalities of remotely-sensed imagery
  • Contribute to the development of data analytics, user workflows and interfaces, security authentication, and service call architecture comprising a family of applications in our software suite
  • Create rapid prototypes and design and implement complex, cutting-edge systems with a focus on collecting, parsing, managing, analyzing, and visualizing large sets of CV data to extract meaningful knowledge
Requirements:
  • BS in Computer Science or related degree with 15 years experience; or 10 years and a Masters degree; or a PhD with 8 years experience
  • Strong developer, particularly in C++, Python, R, SQL and shell script
  • Experience writing and working with GPU-accelerated software
  • Experience using Docker for packaging and delivering data science capabilities
  • Experience developing and testing machine learning, deep learning, or computer vision models
  • Experience with Data Analytics
  • Experience in machine learning and data science
  • Experience conducting model feasibility research and algorithm development for machine learning
Additional Skills:
  • Graduate experience working with probabilistic and stochastic statistical analysis or computational intelligence
  • Strong object-oriented programming skills
  • Containerization experience is a plus, particularly using Docker and Kubernetes
  • Cloud services (AWS, GCP, Azure)
  • Experience with development tools such as Git, GitLab CI/CD
  • Ability to work both independently and in a team environment
  • Effective oral and written communication skills to include active listening
  • Experience with different flavors of Linux including Debian, Red Hat, Ubuntu, etc.
  • Programming in parallel computing
  • Experience with PyTorch, TensorFlow, and Keras
  • Experience working with open-source resources in a government computing environment

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