What are the responsibilities and job description for the Summer Intern - Big Data & Machine Learning position at Intelligent Automation, a BlueHalo Company?
Intelligent Automation, Inc. (IAI) is seeking eager and motivated students and recent graduates to develop and work on Artificial Intelligent and Big Data technology and application during a 3-month internship. The internship will require the candidates to have a background in statistical learning theory, machine learning, deep learning, and/or big data technology.
WHY INTERN AT IAI
We are a team of self-motivated computer scientists / engineers / developers at all levels (Entry, Mid and Senior). We work in a highly agile and dynamic R&D environment that focuses on technology transition and product development. We get excited about candidates that can support the development of research and integration of Machine and Deep Learning in all areas of the Big Data pipeline for at least one application domain: RF sensing, undersea, full motion video, time series signal analysis, and cybersecurity. (US citizenship is required.)
You are highly encouraged to apply if you are excited about using the latest technologies throughout the software stack, have strong analytical skills, a strong foundation in software engineering and have a passion for high-quality code.
JOB DUTIES Depending on the experience and interest, job duties will include:
Enrolled in (or recently graduated) a bachelor's degree program (or higher) in Computer Science, Engineering, Applied Mathematics or related field.
About Us
Intelligent Automation, Inc. (IAI) is a technology innovation company headquartered in Rockville, MD. We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. Leveraging agile R&D processes, a multidisciplinary collaborative environment, and its substantial intellectual property portfolio, IAI excels in developing concepts into market-focused products and customer-driven solutions. IAI's core R&D areas include: Air Traffic Management, Big Data and Social Media Analytics, Control and Signal Processing, Cyber Security, Education and Training Technologies, Health Technologies, Modeling and Simulation, Networks and Communications, Robotics and Sensor Systems.
WHY INTERN AT IAI
We are a team of self-motivated computer scientists / engineers / developers at all levels (Entry, Mid and Senior). We work in a highly agile and dynamic R&D environment that focuses on technology transition and product development. We get excited about candidates that can support the development of research and integration of Machine and Deep Learning in all areas of the Big Data pipeline for at least one application domain: RF sensing, undersea, full motion video, time series signal analysis, and cybersecurity. (US citizenship is required.)
You are highly encouraged to apply if you are excited about using the latest technologies throughout the software stack, have strong analytical skills, a strong foundation in software engineering and have a passion for high-quality code.
JOB DUTIES Depending on the experience and interest, job duties will include:
- Design and implement machine and deep learning algorithms for full motion video, time series, social media, network, and text analytics
- Design and development of the architecture and framework for a cloud-based analytics as a service platform to handle high volume data
- Design, develop, and integrate web services to support existing production applications
- Design, enhance, and maintain existing software products perform upgrades to existing live production software applications
- Support monitoring of deployed services and applications
- Eager and motivated to perform research, learn and develop new technology.
- Machine/Deep Learning Libraries: TensorFlow/Keras/PyTorch, OpenCV, Matlab
- Cloud, big data tools and frameworks such as Hadoop ecosystem: Kafka, Solr, Spark/Storm
- Frameworks such as Grails, Spring, Jetty, Pyramid/Flask
- Programming languages/platforms: Python, Java/JDK, HTML5, JavaScript, C/C
- Database experience: MongoDB, MySQL/SQL, InfluxDB, Prometheus, Accumulo
- Configuration Management and Test Tools: Git, Maven, Gradle, Jenkins, JUnit
- Logging and Monitoring: ELK stack, Grafana, log4j
- Operating Environment/Services: Linux, Windows, Android/iOS, LDAP, Kerberos
Enrolled in (or recently graduated) a bachelor's degree program (or higher) in Computer Science, Engineering, Applied Mathematics or related field.
About Us
Intelligent Automation, Inc. (IAI) is a technology innovation company headquartered in Rockville, MD. We specialize in providing advanced technology solutions and R&D services to federal agencies, and corporations throughout the United States and internationally. Leveraging agile R&D processes, a multidisciplinary collaborative environment, and its substantial intellectual property portfolio, IAI excels in developing concepts into market-focused products and customer-driven solutions. IAI's core R&D areas include: Air Traffic Management, Big Data and Social Media Analytics, Control and Signal Processing, Cyber Security, Education and Training Technologies, Health Technologies, Modeling and Simulation, Networks and Communications, Robotics and Sensor Systems.
