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Job Description
Join to apply for the Senior Data Scientist role at General Atomics Integrated Intelligence
Join to apply for the Senior Data Scientist role at General Atomics Integrated Intelligence
General Atomics Integrated Intelligence, Inc. (It provides custom software development and innovative information engineering solutions to customers in government and private industry. We build and develop best-in-class all domain and globally focused situational awareness capabilities that process petabytes of data from numerous streaming data sources in near real time. Our systems apply state-of-the-art algorithms and machine learning techniques to extract features and fuse data from multiple phenomenologies to form a rich live view of objects in the sky, on the sea, and on the ground. All of this "data to knowledge" is made available to end users in our own browser-based application for visualization, analysis, and understanding. GA-I3 is seeking Data Scientists to join our core product team, shaping the future of situational awareness capabilities for our customers. Our teams leverage cutting-edge technology to process petabytes of data and extract features in near real time, all while providing a rich, live view of objects on land, sea, and sky. Join our growing team in taking our systems to the next level, giving end-users the power to see beyond the data and truly understand the world around them.
Design, develop and program methods that integrate to systems that consolidate and analyze unstructured, diverse data sources to generate actionable insights and solutions for client services and product enhancement.
- Develop, refine, deploy, and support statistical and machine learning models utilizing state of the art approaches.
- Communicate insights and findings from analysis and experiments to product, service, and business managers.
- Identify opportunities for product and customer process improvement using statistical and machine learning models to improve the effectiveness of different courses of action
- Create and utilize moderately complex algorithms and approaches, clean and synthesize training/test data, create/run simulations, and perform analysis of alternatives to best meet stakeholder requirements.
- Develop and deploy data visualization in order to communicate moderately complex concepts and data in a simple, actionable manner.
- Interact with product and service teams to identify questions and issues for data analysis and experiments.
- Document findings for business stakeholders as required. Typically requires a bachelor's degree, master's degree or PhD in data science, applied mathematics, statistics, computer science, or related technical/quantitative discipline from an accredited institution and progressive data science experience as follows; nine or more years of experience with a bachelor's degree, seven or more years of experience with a master's degree, or four or more years with a PhD. Willing to obtain Top Secret/SCI clearance with CI Poly
- Must have a general understanding of software development concepts, principles, and theory and demonstrate the ability to follow and apply the use of programming and analysis concepts.
- Trained deep reinforcement learning algorithms for coordination of multiple, autonomous goals
- Prior experience in domains/industries like: robotics, space mission planning, large industrial facility automation, robust and resilient communications
- Familiarity with common machine learning libraries for implementation (sklearn, weka, tensorflow, torch, etc)
- Proficiency in one or more of: Python, C++, Java, R, Julia, Matlab
- Experience with geospatial data and analytics.
- Familiarity with Intelligence Community and DoD mission sets.
Job functionEngineering and Information Technology
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