What are the responsibilities and job description for the AI & Machine Learning Transportation Analyst position at Intelligent Automation, a BlueHalo Company?
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
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 (visit www.i-a-i.com). We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. IAI's core R&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.
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.
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
- Design, enhance, and maintain existing software and perform upgrades to
- Support monitoring of deployed services and applications
- 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
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 (visit www.i-a-i.com). We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. IAI's core R&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.
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.
