Software Engineer - ML & Applied Research
Apply NowCompany: INTELLIGENT AUTOMATION, Inc.
Location: Rockville, MD 20850
Description:
Software Engineer - Machine Learning & Applied Research
POSITION OVERVIEW:
IAI is looking for self-motivated software developers at entry, mid and senior levels who are interested in working in a highly agile and dynamic R&D, technology transition and product development environment. Candidates will work collaboratively on the Robotics & Electromechanical Systems (REMS) team as well as supporting the development team to refine research and products in the areas of big data and text, image, video and network analytics. US citizenship or Permanent Residency is required for this position.
You are highly encouraged to apply if you are excited about writing code, interested in applying the latest technologies throughout the software stack, have strong analytical skills, enjoy finding and fixing bugs, passionate about understanding how things work and want to solve complex problems.
JOB DUTIES:
Exact job duties will vary depending on experience/interest:
Develop, design, train and evaluate Deep Learning networks. Focus is in machine vision applications (object detection, recognition) as well as natural language processing.
Integrate novel and existing algorithms (Computer Vision/Machine Learning) into production framework.
Work with and/or lead a team or research engineers to develop new algorithms and modules suitable for integration into production framework.
Design, develop, and integrate web services to support existing production applications
Integrate graph, natural language processing, image and video-based algorithms into existing production applications
Rigorously develop, test and document code
DESIRED SKILLS:
Prior experience with one or more of these technologies is a plus, but not required. Training in relevant technologies will be provided as needed.
3+ years of experience in related technologies
Computer Vision/Machine Learning Technologies: OpenCV, Matlab, TensorFlow, PyTorch, Keras
Web Frameworks: grails, spring boot, pyramid, flask, django, and/or rails
Programming Languages: Python, C/C++, Java
Relational Database/ORM: MySql, MongoDB, hibernate, and/or sqlalchemy
NoSQL/Graph Database: Hbase, Cassandra, Neo4j and/or JanusGraph
Configuration Management, Build Tools: Git, Subversion, maven, gradle, jenkins and/or travis
DevOps/Deployment Tools: ansible, chef, puppet and/or docker
Comfortable working in Linux
EDUCATION:
A bachelor's degree (or higher) in Computer Science, Engineering, Mathematics, Physics or related field is required.
ABOUT IAI:
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. 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.
POSITION OVERVIEW:
IAI is looking for self-motivated software developers at entry, mid and senior levels who are interested in working in a highly agile and dynamic R&D, technology transition and product development environment. Candidates will work collaboratively on the Robotics & Electromechanical Systems (REMS) team as well as supporting the development team to refine research and products in the areas of big data and text, image, video and network analytics. US citizenship or Permanent Residency is required for this position.
You are highly encouraged to apply if you are excited about writing code, interested in applying the latest technologies throughout the software stack, have strong analytical skills, enjoy finding and fixing bugs, passionate about understanding how things work and want to solve complex problems.
JOB DUTIES:
Exact job duties will vary depending on experience/interest:
Develop, design, train and evaluate Deep Learning networks. Focus is in machine vision applications (object detection, recognition) as well as natural language processing.
Integrate novel and existing algorithms (Computer Vision/Machine Learning) into production framework.
Work with and/or lead a team or research engineers to develop new algorithms and modules suitable for integration into production framework.
Design, develop, and integrate web services to support existing production applications
Integrate graph, natural language processing, image and video-based algorithms into existing production applications
Rigorously develop, test and document code
DESIRED SKILLS:
Prior experience with one or more of these technologies is a plus, but not required. Training in relevant technologies will be provided as needed.
3+ years of experience in related technologies
Computer Vision/Machine Learning Technologies: OpenCV, Matlab, TensorFlow, PyTorch, Keras
Web Frameworks: grails, spring boot, pyramid, flask, django, and/or rails
Programming Languages: Python, C/C++, Java
Relational Database/ORM: MySql, MongoDB, hibernate, and/or sqlalchemy
NoSQL/Graph Database: Hbase, Cassandra, Neo4j and/or JanusGraph
Configuration Management, Build Tools: Git, Subversion, maven, gradle, jenkins and/or travis
DevOps/Deployment Tools: ansible, chef, puppet and/or docker
Comfortable working in Linux
EDUCATION:
A bachelor's degree (or higher) in Computer Science, Engineering, Mathematics, Physics or related field is required.
ABOUT IAI:
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. 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.