Algorithm Developer
Company: IERUS Technologies Inc
Location: Huntsville
Posted on: March 19, 2023
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Job Description:
IERUS specializes in a variety of electromagnetic spectrum
technology research, testing, and implementation. IERUS supports
customers with a diverse set of competencies including software,
firmware, and hardware development, air and missile defense, and
systems engineering. IERUS develops value for our defense and
commercial customers through accelerations of the technology life
cycle: identifying, creating, transitioning, and producing
technologies with integrity of purpose and product. IERUS offers
competitive compensation packages, retirement options, and benefits
packages. To learn more, please visit www.ierustech.com.
IERUS participates in projects that seek to apply advanced
machine-learning (ML) and artificial intelligence (AI) to our
relevant domains of expertise. Past and present areas of expertise
for application of ML/AI include:
--- RADAR
--- Signal processing, system design, operational optimization,
detection, discrimination, and tracking
--- RF/EO/IR
--- Signal processing, system design, signatures, tracking, and
testing
--- Electronic Warfare (EW)
--- System design, research, testing, counter-measures
--- Antennas
--- System design and testing
--- Image processing
--- Segmentation, recognition, and denoising
--- Critical infrastructures
--- Process control systems, situational awareness, cyber security,
anomaly detection
--- Vehicles and vessels
--- Situational awareness, cyber security, anomaly detection
--- ML/AI R&D
--- Algorithm development, GPU acceleration, global and local
optimization of complex and fused data, adversarial ML, network
architecture and computability
Minimum Educational Experience:
--- MS degree in Electrical Engineering, Computer Science, Applied
Mathematics, Statistics, or related field, plus 2+ years of
experience in applying engineering solutions featuring
AI/machine-learning, to the problem types described above
--- OR: BS degree in Electrical Engineering, Computer Engineering,
or Computer Science plus 3+ years' experience in applying
engineering solutions featuring AI/machine-learning, to the problem
types described above
Minimum Qualifications:
--- Must be a U.S. citizen
--- Secret security clearance, preferred TS clearance and TS/SCI
opportunities
--- Experience implementing machine learning solutions for
engineering and scientific domains. Should be familiar with related
implementation tasks such as feature selection, regression,
classification, sensor-fusion, time-series analysis, missing data,
optimization, recommender systems, etc.
--- Mastery of rapid prototyping in at least 1 (preferably 2 or
more) of the following scripting languages: Python, R, MATLAB,
etc.
--- Experience implementing solutions using at least 2 of the
following supervised methods: SVM/SVR, fuzzy systems (TSK, etc.),
tree ensemble methods (Bayesian, bagging, boosting, etc.), NNs
(supervised), others
--- Experience applying advanced math and statistics, especially
optimization and related linear algebra techniques
Preferred Qualifications:
--- PhD in Electrical Engineering, Computer Science, Computer
Engineering or related field
--- Proficiency in at least 1 hard programming language (C/C++,
Java, etc.)
--- Experience implementing solutions using any of the following
unsupervised methods: Clustering (k-nearest neighbor, DBSCAN,
Dirichlet, etc.), autocorrelation, Deep learning methods (DNNs,
CNNs, RNNs, LSTMs, etc.) and packages (TensorFlow, Theano, Torch,
Caffe, Neon, etc.), GMMs, HMMs, etc.
--- Experience with Government funding agencies and programs (e.g.
DARPA, IARPA, AFRL, SBIR/STTR, RiF, etc.)
--- Publication and/or patent history of applying original
solutions to relevant types of problems
--- Experience implementing solutions using signal processing
algorithms and packages
--- TS/SCI clearance;
--- Engineering experience in the defense industry;
--- Image processing experience;
--- Radar system analysis experience;
--- RF Electronics experience;
--- Antenna design and analysis experience;
--- Software Defined Radio (SDR) experience;
--- Analysis tool-building experience;
--- Target acquisition, tracking and/or algorithm development;
--- Advanced modeling skills and optimization;
--- Knowledge of domain specific RADAR principles, including signal
processing, RCS analysis, target acquisition; target tracking,
resource management, discrimination, and battle manager interfaces;
and / or
--- Experience with GMD/BMDS systems, BMDS radar systems, radar
simulation tests and or radar metrics.
Location:
Huntsville / Various Locations in the US
IERUS Technologies is an Equal Opportunity/Affirmative Action
Employer. 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, age, or any other federally protected class.
IERUS Technologies participates in E-Verify.
Keywords: IERUS Technologies Inc, Huntsville , Algorithm Developer, IT / Software / Systems , Huntsville, Alabama
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