Presentation
Senior Data Scientist - AI-Enabled Signal Exploitation
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Pacific Northwest National Laboratory
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Richland, WA
SessionJob Postings
DescriptionWe are seeking a Senior Data Scientist - AL-Enabled Signal Exploitation. This role blends basic research and real-world implementation to solve some of the most complex and cutting-edge challenges in modern communication and signal processing. The primary focus of this position is the development and implementation of advanced artificial intelligence (AI) algorithms to enhance the performance, security, and efficiency of radio frequency (RF) communication and sensing systems.
Key Responsibilities:
Conduct cutting-edge research to develop new AI techniques and algorithms for RF signal processing, including but not limited to automatic modulation recognition, signal detection and classification, and adaptive communication systems.
Apply machine learning and deep learning methodologies to improve the analysis, interpretation, and management of RF signals in noisy and contested environments.
Collaborate with cross-disciplinary teams to integrate AI technologies into existing and next-generation RF communication systems, ensuring they meet stringent security and reliability standards.
Design, implement, and iterate on novel deep learning methods to directly address National Security problems.
Ability to recreate state-of-the-art architectures, training techniques, and digital signal processing blocks from journal publications with minimal examples and/or author code access.
Stay abreast of advancements in AI, machine learning, and RF technologies to identify opportunities for innovation and improvement in national security applications.
This position is based in either Richland, WA and requires an onsite presence.
Key Responsibilities:
Conduct cutting-edge research to develop new AI techniques and algorithms for RF signal processing, including but not limited to automatic modulation recognition, signal detection and classification, and adaptive communication systems.
Apply machine learning and deep learning methodologies to improve the analysis, interpretation, and management of RF signals in noisy and contested environments.
Collaborate with cross-disciplinary teams to integrate AI technologies into existing and next-generation RF communication systems, ensuring they meet stringent security and reliability standards.
Design, implement, and iterate on novel deep learning methods to directly address National Security problems.
Ability to recreate state-of-the-art architectures, training techniques, and digital signal processing blocks from journal publications with minimal examples and/or author code access.
Stay abreast of advancements in AI, machine learning, and RF technologies to identify opportunities for innovation and improvement in national security applications.
This position is based in either Richland, WA and requires an onsite presence.
RequirementsMinimum Qualifications:
BS/BA and 5+ years of relevant work experience -OR-
MS/MA and 3+ years of relevant work experience -OR-
PhD with 1+ year of relevant experience
Preferred Qualifications:
Experience in AI/ML/DL in applied science/research for national security challenges
Experience leading research efforts that apply machine learning and artificial intelligence to communications, signal processing, time series, radio frequency applications
Experience in Python development and common associated libraries (e.g., Pandas, Numpy, Scipy)
Experience and proficiency developing, training, and testing machine learning models in frameworks like PyTorch
Active DOE Q clearance and ability to maintain such clearance
Active TS/SCI clearance and ability to maintain such clearance
Strong communication and cross-functional collaboration skills
Hazardous Working Conditions/Environment
Not applicable.
Additional Information
This position requires the ability to obtain and maintain a federal security clearance.
A security clearance background investigation includes review of your employment, education, financial, and criminal history, as well as interviews with you and your personal references, neighbors, and co-workers to determine trustworthiness, reliability, and loyalty to the United States. The investigation also examines your foreign connections, drug and alcohol use, foreign influence, and overall conduct.
Requirements:
U.S. Citizenship
Background Investigation: Applicants selected will be subject to a Federal background investigation and must meet eligibility requirements for access to classified matter in accordance with 10 CFR 710, Appendix B.
Drug Testing: All Security Clearance positions are Testing Designated Positions, which means that the applicant selected for hire is subject to pre-employment drug testing, and post-employment random drug testing. In addition, applicants must be able to demonstrate non-use of illegal drugs, including marijuana, for the 12 consecutive months preceding completion of the requisite Questionnaire for National Security Positions (QNSP).
Note: Applicants will be considered ineligible for security clearance processing by the U.S. Department of Energy if non-use of illegal drugs, including marijuana, for 12 months cannot be demonstrated.
Testing Designated Position
This position is a Testing Designated Position (TDP). The candidate selected for this position will be subject to pre-employment and random drug testing for illegal drugs, including marijuana, consistent with the Controlled Substances Act and the PNNL Workplace Substance Abuse Program.
Company DescriptionAbout PNNL
Pacific Northwest National Laboratory (PNNL) is a world-class research institution powered by a highly educated, diverse workforce committed to the values of Integrity, Creativity, Collaboration, Impact, and Courage. Every year, scores of dynamic, driven people come to PNNL to work with renowned researchers on meaningful science, innovations and outcomes for the U.S. Department of Energy and other sponsors; here is your chance to be one of them!
At PNNL, you will find an exciting research environment and excellent benefits including health insurance, and flexible work schedules. PNNL is located in eastern Washington State—the dry side of Washington known for its stellar outdoor recreation and affordable cost of living. The Lab’s campus is only a 45-minute flight (or ~3 hour drive) from Seattle or Portland, and is serviced by the convenient PSC airport, connected to 8 major hubs.
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Event Type
Job Posting
TimeMonday, 17 November 20254:39pm - 4:39pm CST
LocationHall 6
United States of America
Pacific Northwest National Laboratory
In-person
Full Time
Permanent