AI & Machine Learning Transportation Analyst

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    "requisitionDescription": "<p>POSITION OVERVIEW<br><br>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&amp;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.<br><br>JOB DUTIES<br>•\tDepending on the experience and interest, job duties will include:  <br>•\tDesign and implement AI and deep learning algorithms for traffic detector/video data, time series data, social media, network, and text analytics <br>•\tDesign and develop the architecture and framework for a cloud-based analytics-as-a-service platform to handle high volume traffic data <br>•\tDesign, develop and integrate web services to support existing software<br>applications<br>•\tDesign, enhance, and maintain existing software and perform upgrades to<br>existing live production software applications <br>•\tSupport monitoring of deployed services and applications <br><br>DESIRED SKILLS<br>•\tPrior experience with one or more of the following technologies is a plus, but not required.  <br>•\tEager and motivated to perform research, learn and develop new techniques. <br>•\tMachine/Deep Learning Libraries: TensorFlow/Keras/PyTorch, OpenCV, Matlab<br>•\tHands on experience with Deep Convolutional Neural Network, Deep Reinforcement Learning  <br>•\tProgramming languages/platforms: Python, Java/JDK, HTML5, JavaScript, C/C++ <br>•\tDatabase experience: MongoDB, MySQL/SQL, InfluxDB, Prometheus, Accumulo  <br>•\tTraffic Simulation Software Tools, such as VISSIM<br>•\tOperating Environment/Services: Linux, Windows, Android/iOS <br><br>EDUCATION<br>A bachelor's degree (or higher) in Computer Science, Engineering, Civil or related field is required.<br><br>ABOUT IAI<br>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 (visit www.i-a-i.com). We specialize in providing advanced technology solutions and R&amp;D services to federal agencies, and corporations throughout the United States and internationally. IAI's core R&amp;D areas include Air Traffic Management, Big Data, and Social Media Analytics, Control and Signal Processing, Transportation Research/Development and Services, Cyber Security, Education, and Training Technologies, Health Technologies, Modeling and Simulation, Networks and Communications, Robotics and Sensor Systems. For more information on IAI, please visit www.i-a-i.com.<br><br>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. IAI is an EEO/AA employer.<br><br></p>\n",
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