INTELLIGENT AUTOMATION, INC.
Machine Learning Specialist-Sig Anay&Ctrls
About the job
Intelligent Automation, Inc. (IAI) is looking for a new team
member who is an outstanding researcher with a background in machine learning,
deep learning, and big data technology. The successful candidate will join a team
of scientist, engineers, and data scientist in developing advance algorithms
for time-series and time-frequency analysis as well as image and video
applications. Related projects at IAI include object detection, tracking, and
recognition, multi-sensor fusion, prognostics, information retrieval, sensor
simulation, and constrained optimization. We are looking to add expertise and
talent to our multi-disciplinary team to continue to achieve success in all of
these areas.
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 multi-disciplinary 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.
CITIZENSHIP / IMMIGRATION STATUS:
Due to ITAR restrictions, we can only accept applicants that
are either US citizens or US permanent residents (Green Card).
JOB DUTIES:
* Conduct research and development in the area of time-series,
time-frequency analysis, vision and image processing.
* Design, implement, and integrate signal processing algorithms
and prototypes systems (above water and undersea).
* Interact with and support multiple research teams with machine
learning, deep learning, and signal processing expertise.
* Support program management and business development
efforts by writing reports/papers, contributing to proposals, presenting to
customers, etc.
REQUIRED EXPERIENCE & EDUCATION:
* Masters or Doctorate Degree in Computer Science, Computer
Engineering, Electrical Engineering, Robotics, or related field
* Minimum 2 years of relevant experience in machine
learning, deep learning, and signal processing research, development, and
engineering.
REQUIRED SKILLS:
* Relevant experience showing strong work ethic,
communication, self-motivated, and taking on challenges.
* Solid understanding of big data technology, machine and
deep learning concepts and key algorithms
* Solid understanding of software engineering and
object-oriented programming
* Minimum 3 years of relevant experience with C++, Java,
Python or similar language
* Experience with integrating, testing, debugging, and
deploying algorithm.
* Proficient technical writing and strong communication
skills
DESIRED SKILLS:
* Strong background in math and physics
* Strong software and hardware debugging skills
* Experience with Deep Learning Frameworks (TensorFlow,
Caffe, etc.), NVIDIA Deep Learning SDK, and/or other deep learning software
libraries
* Experience with programming tools such as MATLAB, Visual
Studio, Eclipse, Subversion, and Git
* Experience with Big Data technology such as Apache Kafka,
Storm, Spark, Solr, and Drill.
* Experience with database technology such as Cassandra,
MongoDB or similar.
* Experience in parallel processing such as GPU programming
with CUDA or OpenCL.
All qualified applicants will receive consideration for employment without regards to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.