RF Data Analytics Engineer [13805]
Company: ATR Arena Technical Resources
Location: Vienna
Posted on: May 29, 2023
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Job Description:
Job Title: RF Data Analytics EngineerJob Location: Tysons,
VirginiaDescriptionSenior Data Scientist / Machine Learning
engineering to identify, propose, develop, verify, and implement
mathematical inference models to create radio spectrum awareness
for near-real time characterization of radio environments including
the detection of anomalies, and the prediction of events.
Experience with radio frequency engineering, radio network
engineering and cellular communication protocols, and digital
signal processing is strongly desired.Regular activities would
include:- Develop and test mathematical models in support of
customer-specific applications such as critical asset protection
and wireless network monitoring.- Identify internal and external
data sources to satisfy model input.- Develop requirements for
hardware and software teams for new data sources and features.-
Collaborate with system architects to design, implement, and
optimize data pipelines.- Collaborate with data visualization
personnel to support customer reporting efforts.- Support peer
groups with model and algorithm development to solve new challenges
and incorporate learning systems into system architecture.-
Creating, validating, and deploying models to predict solution to
problems with incomplete observable spaces.Requirements:-
Education: MS in statistical signal processing, statistical
inference or related areas, statistical control theory; Ph.D. in
these areas is advantageous.- 5 to 10 years experience in
statistical signal processing, machine learning, statistical
inference or related areas.- Familiarity with RF communications
concepts and RF frequency and band assignments- Knowledge of tools
and languages such as MATLAB, python (TensorFlow, NumPy,
SciKit-Learn, SciPy), SQL (PostgreSQL, MySQL, NoSQL), Tableau, GIS
(ESRI, QGIS, MapInfo), R.- Good communicator able to clearly convey
ideas to others and report approach and conclusions to new
problems- Statistical inference, statistical signal processing or
wireless communication statistical
analysisPDN-9921372b-70ad-4715-9c24-92439e83458f
Keywords: ATR Arena Technical Resources, Washington DC , RF Data Analytics Engineer [13805], Engineering , Vienna, DC
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