Intelligent Automation, a BlueHalo Company
AI & Machine Learning Transportation Analyst
Intelligent Automation, a BlueHalo Company, Derwood, Maryland, United States, 20855
Position Overview
Intelligent Automation, Inc. (IAI) is seeking team members who are outstanding candidates with a background in both AI/machine learning and traffic engineering at all levels (Entry, Mid, and Senior). Candidates will work in a highly agile and dynamic R&D environment that focuses on applications of AI/machine learning to transportation research, traffic management, and operations. The candidates should support (and/or lead) the research, development, and integration of Machine and Deep Learning in the areas of traffic data, video, time series signal analysis.
Job Duties
Depending on the experience and interest, job duties will include: Design and implement AI and deep learning algorithms for traffic detector/video data, time series data, social media, network, and text analytics Design and develop the architecture and framework for a cloud-based analytics-as-a-service platform to handle high volume traffic data Design, develop and integrate web services to support existing software applications Design, enhance, and maintain existing software and perform upgrades to existing live production software applications Support monitoring of deployed services and applications Desired Skills
Prior experience with one or more of the following technologies is a plus, but not required. Eager and motivated to perform research, learn and develop new techniques. Machine/Deep Learning Libraries: TensorFlow/Keras/PyTorch, OpenCV, Matlab Hands on experience with Deep Convolutional Neural Network, Deep Reinforcement Learning Programming languages/platforms: Python, Java/JDK, HTML5, JavaScript, C/C++ Database experience: MongoDB, MySQL/SQL, InfluxDB, Prometheus, Accumulo Traffic Simulation Software Tools, such as VISSIM Operating Environment/Services: Linux, Windows, Android/iOS Education A bachelor's degree (or higher) in Computer Science, Engineering, Civil or related field is required. About IAI Intelligent Automation, Inc. (IAI) is a technology innovation company headquartered in Rockville, MD, conducts state-of-the-art research and product development in the areas of Robotics, Signal Processing and Control, Sensor Technology, Distributed Intelligent Systems and other areas. We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. IAI is an EEO/AA employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.
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Depending on the experience and interest, job duties will include: Design and implement AI and deep learning algorithms for traffic detector/video data, time series data, social media, network, and text analytics Design and develop the architecture and framework for a cloud-based analytics-as-a-service platform to handle high volume traffic data Design, develop and integrate web services to support existing software applications Design, enhance, and maintain existing software and perform upgrades to existing live production software applications Support monitoring of deployed services and applications Desired Skills
Prior experience with one or more of the following technologies is a plus, but not required. Eager and motivated to perform research, learn and develop new techniques. Machine/Deep Learning Libraries: TensorFlow/Keras/PyTorch, OpenCV, Matlab Hands on experience with Deep Convolutional Neural Network, Deep Reinforcement Learning Programming languages/platforms: Python, Java/JDK, HTML5, JavaScript, C/C++ Database experience: MongoDB, MySQL/SQL, InfluxDB, Prometheus, Accumulo Traffic Simulation Software Tools, such as VISSIM Operating Environment/Services: Linux, Windows, Android/iOS Education A bachelor's degree (or higher) in Computer Science, Engineering, Civil or related field is required. About IAI Intelligent Automation, Inc. (IAI) is a technology innovation company headquartered in Rockville, MD, conducts state-of-the-art research and product development in the areas of Robotics, Signal Processing and Control, Sensor Technology, Distributed Intelligent Systems and other areas. We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. IAI is an EEO/AA employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.
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