MACHINE LEARNING/AI ENGINEER/SCIENTIST WITH SECURITY CLEARANCE
Vadum Inc.
Raleigh NC 27606 US
Signal Processing- Machine Learning- AI Engineer/Scientist
Vadum is seeking a Senior Signal Processing Engineer/Scientist to develop machine learning and complex signal processing algorithms. The individual should be capable of leading efforts or playing a key role in a variety of machine learning and algorithm development for next-generation applications; including radar, detection, classification, compression, fusion and encryption. Responsibilities may include:
• Participate in the development of innovative detection, estimation and classification algorithms and techniques for advanced applications.
• Develop signal processing algorithms, waveforms and techniques that exploit and optimize radar, radio and EW architectures that take advantage of advanced radio frequency and processing technology.
• Perform concept and performance trade studies and demonstrate developed capabilities for streaming data applications.
• Develop prototype, and test sensor models and signal processing algorithms in detailed high-fidelity simulations written in C/C++, and MATLAB.
• Operate with broad direction and minimal supervision.
• Interact with customers and development partners. Skills & Experience Required:
• Excellent oral and written communication skills, must be able to communicate and document, prepare and give briefings to customers and development partners.
• Develop and prototype algorithms.
• Knowledge of programming languages (such as C/C++, MATLAB, Python, Simulink).
• Ability to contribute in a team environment to develop creative solutions to technical challenges.
• Experience with digital signal processing, probability theory, stochastic signal processing and machine learning. Knowledge of any of the following desired:
• Electronic Warfare systems.
• Radar, waveforms, radar signal processing.
• Communication Simulators, Communications Jamming.
• Wireless communication systems.
• Knowledge of Kalman filtering, CNN, Random Forest, Support Vector Machine, Adaptive Neural Networks, Belief Propagation, other machine learning algorithms. Education Required: BS or above in Engineering, Physics or Mathematics or related Eligibility: This position will require a Dept. of Defense security clearance and is therefore open only to: • United States Citizens The Department of Defense handles and adjudicates the security clearance process, there are costs for the applicant. Security clearance factors include allegiance to the US, foreign influence, foreign preference, criminal conduct, security violations and drug involvement. Affirmative Action/EEO statement It is the policy of Vadum to provide for and promote equal employment opportunity in employment compensation and other terms and conditions of employment without discrimination based on age, race, creed, color, national origin, gender, sexual orientation, disability, marital status, Vietnam Era Veteran status, genetic predisposition, or carrier status. Vadum is committed to assuring equal employment opportunity and equal access to services, programs and activities for individuals with disabilities. It is the policy of Vadum to provide reasonable accommodation to a qualified individual with a disability to enable such individual to perform the essential functions of the position for which he/she is applying or in which he/she is employed. Further, it is the policy of Vadum to provide reasonable accommodation for religious observers. The policy applies to all employment practices and actions. It includes, but is not limited to, recruitment, job application process, examination and testing, hiring, training, disciplinary actions, rate of pay or other compensation, advancement, classification, transfer, reassignment and promotions.
Vadum is seeking a Senior Signal Processing Engineer/Scientist to develop machine learning and complex signal processing algorithms. The individual should be capable of leading efforts or playing a key role in a variety of machine learning and algorithm development for next-generation applications; including radar, detection, classification, compression, fusion and encryption. Responsibilities may include:
• Participate in the development of innovative detection, estimation and classification algorithms and techniques for advanced applications.
• Develop signal processing algorithms, waveforms and techniques that exploit and optimize radar, radio and EW architectures that take advantage of advanced radio frequency and processing technology.
• Perform concept and performance trade studies and demonstrate developed capabilities for streaming data applications.
• Develop prototype, and test sensor models and signal processing algorithms in detailed high-fidelity simulations written in C/C++, and MATLAB.
• Operate with broad direction and minimal supervision.
• Interact with customers and development partners. Skills & Experience Required:
• Excellent oral and written communication skills, must be able to communicate and document, prepare and give briefings to customers and development partners.
• Develop and prototype algorithms.
• Knowledge of programming languages (such as C/C++, MATLAB, Python, Simulink).
• Ability to contribute in a team environment to develop creative solutions to technical challenges.
• Experience with digital signal processing, probability theory, stochastic signal processing and machine learning. Knowledge of any of the following desired:
• Electronic Warfare systems.
• Radar, waveforms, radar signal processing.
• Communication Simulators, Communications Jamming.
• Wireless communication systems.
• Knowledge of Kalman filtering, CNN, Random Forest, Support Vector Machine, Adaptive Neural Networks, Belief Propagation, other machine learning algorithms. Education Required: BS or above in Engineering, Physics or Mathematics or related Eligibility: This position will require a Dept. of Defense security clearance and is therefore open only to: • United States Citizens The Department of Defense handles and adjudicates the security clearance process, there are costs for the applicant. Security clearance factors include allegiance to the US, foreign influence, foreign preference, criminal conduct, security violations and drug involvement. Affirmative Action/EEO statement It is the policy of Vadum to provide for and promote equal employment opportunity in employment compensation and other terms and conditions of employment without discrimination based on age, race, creed, color, national origin, gender, sexual orientation, disability, marital status, Vietnam Era Veteran status, genetic predisposition, or carrier status. Vadum is committed to assuring equal employment opportunity and equal access to services, programs and activities for individuals with disabilities. It is the policy of Vadum to provide reasonable accommodation to a qualified individual with a disability to enable such individual to perform the essential functions of the position for which he/she is applying or in which he/she is employed. Further, it is the policy of Vadum to provide reasonable accommodation for religious observers. The policy applies to all employment practices and actions. It includes, but is not limited to, recruitment, job application process, examination and testing, hiring, training, disciplinary actions, rate of pay or other compensation, advancement, classification, transfer, reassignment and promotions.