Reinventing Geospatial
Senior Software Developer, Expert in Computer Vision
Reinventing Geospatial, Herndon, Virginia, United States, 22070
As a Senior Software Developer, Expert in Computer Vision with RGi, you will be directly supporting SOCOM customers with quick reaction support, focused on data, tools and technology. You will be extracting and transforming data using programming languages such as Python and associated open-source data analytics libraries. The ideal candidate is passionate about technology, and is an expert in computer vision models and other data-driven solutions. This program has some of the most interesting needs and hardest challenges to resolve.
Our solutions require integrated models based on large and varied datasets, feeding analytic applications so that we can extract patterns and behaviors obscured within the data to augment the capabilities of human operators. We need experienced Software Developers/ Data Scientists to work on all stages of the data science pipeline, to include applying existing machine learning software across large hyper-parameter trade spaces, developing new machine learning algorithms and evaluating the best the commercial AI/ML industry has to offer to our problem set.
Clearance:
Active Top Secret clearance with an ability to obtain SCI access and willingness to obtain CI Polygraph
US Citizenship required
As a Senior Software Developer, Expert in Computer Vision you will:
Extract and transform data using programming languages such as Python and associated open-source data analytics librariesAscertaining unique ways to apply algorithms to derive specific customer data analytic resultsApplying big data analytics tools to large, diverse sets of collection data to assess risk of adverse threat activitiesExtending existing algorithms as required to support customer requirementsApplying data science methods to create and optimize convolutional neural networks that will perform classification, localization and segmentation of various modalities of remotely-sensed imageryContribute to the development of data analytics, user workflows and interfaces, security authentication, and service call architecture comprising a family of applications in our software suiteCreate 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 knowledgeWork with emerging technologies and data science techniques in support of endeavors to address the critical needs of the Intelligence Community, Department of Defense, and other government agencies.Senior Software Developer, Expert in Computer Vision Qualifications:
BS in Computer Science or related degree with 15 years experience; or 10 years and a Masters degree; or a PhD with 8 years experienceStrong developer, particularly in C++, Python, R, SQL and shell scriptExperience writing and working with GPU-accelerated softwareExperience using Docker for packaging and delivering data science capabilitiesExperience developing and testing machine learning, deep learning, or computer vision modelsExperience with Data AnalyticsExperience in machine learning and data scienceExperience conducting model feasibility research and algorithm development for machine learningAdditional Skills We'd Like to See:
Graduate experience working with probabilistic and stochastic statistical analysis or computational intelligenceStrong object-oriented programming skillsContainerization experience is a plus, particularly using Docker and KubernetesCloud services (AWS, GCP, Azure)Experience with development tools such as Git, GitLab CI/CDAbility to work both independently and in a team environmentEffective oral and written communication skills to include active listeningExperience with different flavors of Linux including Debian, Red Hat, Ubuntu, etc.Programming in parallel computingExperience with PyTorch, TensorFlow, and KerasExperience working with open-source resources in a government computing environment
Our solutions require integrated models based on large and varied datasets, feeding analytic applications so that we can extract patterns and behaviors obscured within the data to augment the capabilities of human operators. We need experienced Software Developers/ Data Scientists to work on all stages of the data science pipeline, to include applying existing machine learning software across large hyper-parameter trade spaces, developing new machine learning algorithms and evaluating the best the commercial AI/ML industry has to offer to our problem set.
Clearance:
Active Top Secret clearance with an ability to obtain SCI access and willingness to obtain CI Polygraph
US Citizenship required
As a Senior Software Developer, Expert in Computer Vision you will:
Extract and transform data using programming languages such as Python and associated open-source data analytics librariesAscertaining unique ways to apply algorithms to derive specific customer data analytic resultsApplying big data analytics tools to large, diverse sets of collection data to assess risk of adverse threat activitiesExtending existing algorithms as required to support customer requirementsApplying data science methods to create and optimize convolutional neural networks that will perform classification, localization and segmentation of various modalities of remotely-sensed imageryContribute to the development of data analytics, user workflows and interfaces, security authentication, and service call architecture comprising a family of applications in our software suiteCreate 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 knowledgeWork with emerging technologies and data science techniques in support of endeavors to address the critical needs of the Intelligence Community, Department of Defense, and other government agencies.Senior Software Developer, Expert in Computer Vision Qualifications:
BS in Computer Science or related degree with 15 years experience; or 10 years and a Masters degree; or a PhD with 8 years experienceStrong developer, particularly in C++, Python, R, SQL and shell scriptExperience writing and working with GPU-accelerated softwareExperience using Docker for packaging and delivering data science capabilitiesExperience developing and testing machine learning, deep learning, or computer vision modelsExperience with Data AnalyticsExperience in machine learning and data scienceExperience conducting model feasibility research and algorithm development for machine learningAdditional Skills We'd Like to See:
Graduate experience working with probabilistic and stochastic statistical analysis or computational intelligenceStrong object-oriented programming skillsContainerization experience is a plus, particularly using Docker and KubernetesCloud services (AWS, GCP, Azure)Experience with development tools such as Git, GitLab CI/CDAbility to work both independently and in a team environmentEffective oral and written communication skills to include active listeningExperience with different flavors of Linux including Debian, Red Hat, Ubuntu, etc.Programming in parallel computingExperience with PyTorch, TensorFlow, and KerasExperience working with open-source resources in a government computing environment