Machine Learning Signal Processing Engineer
Company: Leidos
Location: Dayton
Posted on: January 26, 2023
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Job Description:
DescriptionJob Description:Do you want to join a high performing
team that values integrity, innovation, and collaboration with a
company whose mission is to make the world safer, healthier, and
more efficient through information technology, engineering and
science? Are you interested making a difference by applying your
machine learning and signal processing skills toward
state-of-the-art research and development problems? Leidos
currently has an exciting opening for a machine learning and signal
processing engineer to work in our Beavercreek, Ohio office.As a
machine learning / signal processing engineer, you will apply your
skills to a wide variety of problems and datasets, primarily
focused on remote sensing (Electronic Support Measures ESM ,
acoustic, RF, EO/ IR, and lidar) applications. Current projects
include, but are not limited to, detection, tracking, data fusion,
and classification. We develop a variety of combat identification
(CID) algorithms and systems for both air and ground targets and
specialize in technologies to train these systems on synthetic
data. We are looking for a qualified candidate to bring technical
excellence, leadership, entrepreneurship, and creativity to our
programs. You will interact with customers, participate in and lead
technical projects areas, and have the opportunity to pursue growth
in new areas. This position requires most job duties to be
performed onsite due to the sensitive nature of this work and the
desire for in-person collaboration, however we offer flexible
in-office hours and the ability to perform some job duties
remotely.Primary ResponsibilitiesWork closely with defense
customers, other contractors, intelligence personnel, senior
scientists, principal investigators, and program managers, to
understand needs and develop or recommend solutions.Develop
Automatic Target Recognition and Combat Identification (ATR/CID)
algorithms and user interfaces using Python, MATLAB, and other
languages for real world applications.Manage target knowledge
databases and apply modeling and simulation techniques and tools to
create or augment training data.Develop Machine Learning and
Artificial Intelligence algorithms to classify images, discover and
classify ESM data, or create efficiencies in other ATR/CID database
processes.Leverage state-of-the-art AI/ML tools and methodologies
to improve the performance of ATR/CID systemsWrite and present
technical information related to development activities.Develop
technical solutions and help write proposals for new work.Basic
Qualifications:Master's degree in a science related degree field
(Electrical Engineering, Computer Science, Physics, Engineering
Physics, etc.) with 8+ years' experience or a Doctoral Degree with
6+ years' experienceUS citizenshipAbility to obtain and maintain a
TS/SCI clearanceAdept in Python and MATLABProficient in Linux and
WindowsPattern recognition and/or image classification
experienceFamiliarity with common machine and deep learning
packages such as Scikit-Learn, PyTorch, etc.Excellent communication
skills and proven ability to work directly with customers and
deliver resultsMission oriented with a strong ability contribute to
team goals and work in a team environment to deliver real world
productsProficient with technical writing, documentation, and
organizationRobust sense of initiative, a self-starter who can work
independentlyBasic understanding of electromagnetic phenomenology
such as scattering, absorption, polarization, refraction,
diffraction, etc.Preferred Qualifications:Active SECRET clearance
or higher, with an ability to obtain a TS/SCI clearanceExperience
with Combat Identification and Automatic Target Recognition
algorithm development for air, ground, or space targetsExperience
working with monostatic or bi-static Synthetic Aperture Radar (SAR)
and/or Synthetic Aperture Lidar (SAL) data and sensor systemsBasic
understanding of Computational Electromagnetics Prediction codes
(Xpatch, SENTRi, CST, Feko, etc.)Understanding or experience with
Electronic Support Measures (ESM)Understanding of DoD test
processesObject Oriented Programing experience and/or Java and C++
experienceLInCElectronic WarfarePay Range:Pay Range $97,500.00 -
$150,000.00 - $202,500.00The Leidos pay range for this job level is
a general guideline only and not a guarantee of compensation or
salary. Additional factors considered in extending an offer include
(but are not limited to) responsibilities of the job, education,
experience, knowledge, skills, and abilities, as well as internal
equity, alignment with market data, applicable bargaining agreement
(if any), or other law.
Keywords: Leidos, Dayton , Machine Learning Signal Processing Engineer, Engineering , Dayton, Ohio
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