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Posted 109 months ago

Machine Learning Specialist-Sig Anay&CtrlsUs Intelligent Automation

Machine Learning Specialist-Sig Anay&Ctrls

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AI Summary

Conducts research and develops signal processing, time-series, vision and image algorithms using machine learning and deep learning, and integrates them into prototype systems. Also supports proposals, reports and customer presentations.

About this role


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.


Skills

Apache KafkaApache SparkBig DataC++CaffeCassandraCUDADeep LearningGitJavaMachine LearningMatlabMongoDBOpenCLPythonSignal ProcessingTensorFlowTime-series Analysis

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