Machine Learning II

Worker Type Regular Job Description The Machine Learning Engineer II will be a member of the Learning and Active Perception (LEAP) group in AVu2019s MacCready Works division and support the development of a variety of innovative computer vision capabilities (object detection, classification, localization, and tracking) and other image/video analytics for defense and commercial applications. These development efforts require a range of skills and tools across traditional engineering, computer science, and mathematical disciplines including but not limited to data management, computer vision, machine learning, optimization, and deep convolutional neural networks. This position will span multiple stages of the development process including requirements gathering, algorithm design, prototyping, test and evaluation, and validation and verification testing. This specific role also involves on-site support for experimentation and fielded systems requiring a significant amount of extended travel, both domestic and international. Duties u2022 Support development of computer vision and machine learning (ML) algorithms capable of object detection, classifying, localizing, and tracking objects of interest from a variety of stationary and mobile sensor platforms with the primary purpose of real-time automated target recognition (ATR) u2022 Perform visual imagery data science to inform data collection, data labeling, and data selection for training deep computer vision ML algorithms, train the algorithms using the data, and validate data selection and algorithm design through a series of purpose-designed experiments. This includes: o Analyze ML algorithms to solve a given problem and rank them by their success probability on new data o Set objectives and develop models that help achieve them, along with metrics to track their progress o Select appropriate datasets and data representations o Analyze errors of the data, model, and design strategies to overcome them u2022 Write and test software to support the integration of machine learning algorithms into aircraft (such as autopilots, payloads, or other functional components) or other systems u2022 Other duties as assigned Experience u2022 2 - 5 years of relevant computer vision experience u2022 Familiarity with Python and C/C++ required u2022 Proficiency with a deep learning framework, preferably PyTorch u2022 Proficiency with basic libraries for machine learning such as, Open-CV, scikit-learn, and pandas u2022 Familiarity with Linux u2022 Familiarity with Nvidia Tools (CUDA, JetPack, TensorRT) and deployment process to Nvidia GPUs u2022 Demonstrated ability to troubleshoot complex systems and perform algorithmic optimization u2022 Ability to perform exploratory data analysis, including visualizing and manipulating large datasets Education BS in any of the following fields: Computer Science/Engineering, Mathematics, Physics, or related Science or Engineering discipline with 2+ years of relevant experience in machine learning and/or computer vision. Additional Requirements u2022 Must be a team player and collaborate effectively u2022 Excellent verbal and written skills u2022 Has effective problem-solving, analytical and interpersonal skills u2022 Ability to work within defined requirements to complete tasks under moderate supervision u2022 Able to excel in a fast-paced, deadline-driven environment, where small teams share a broad variety of duties u2022 Displays strong initiative and drive to accomplish goals and meet company objectives u2022 Takes ownership and responsibility for current and past work products, and demonstrates a willingness to share the results with other team members and provide feedback and input to teammates working similar problems. u2022 Is committed to learning from mistakes and driven to improve and enhance performance of oneself, others, and the company u2022 Familiarity with office software and computer-based productivity tools Physical Demands u2022 Ability to work in office and field environments (Constant) u2022 Required to sit and stand for long periods; talk, hear, and use hands and fingers to operate a computer keyboard (Frequent) Special Requirements u2022 U.S. Citizenship required u2022 Active Secret level (or higher) DoD security clearance u2022 Willingness and ability to travel CONUS and OCONUS (Frequent / 50%+) including extended stays up to 60 days Clearance Level No Clearance The salary range for this role is: $102,708 - $145,530 AeroVironment considers several factors when extending an offer, including but not limited to, the location, the role and associated responsibilities, a candidateu2019s work experience, education/training, and key skills. ITAR Requirement: _T_ _his position requires access to information that is subject to compliance with the International Traffic Arms Regulations (u201cITARu201d) and/or the Export Administration Regulations (u201cEARu201d). In order to comply with the requirements of the ITAR and/or the EAR, applicants must qualify as a U.S. person under the ITAR and the EAR, or a person to be approved for an export license by the governing agency whose technology comes under its jurisdiction. Please understand that any job offer that requires approval of an export license will be conditional on AeroVironmentu2019s determination that it will be able to obtain an export license in a time frame consistent with AeroVironmentu2019s business requirements. A u201cU.S. personu201d according to the ITAR definition is a U.S. citizen, U.S. lawful permanent resident (green card holder), or protected individual such as a refugee or asylee. See 22 CFR u00a7 120.15. Some positions will require current U.S. Citizenship due to contract requirements._ Benefits : AV offers an excellent benefits package including medical, dental vision, 401K with company matching, a 9/80 work schedule and a paid holiday shutdown. For more information about our company benefit offerings please visit: . We also encourage you to review our company website at to learn more about us. Principals only need apply. NO agencies please. Who We Are Based in California, AeroVironment (AVAV) is a global leader in unmanned aircraft systems (UAS) and tactical missile systems. Founded in 1971 by celebrated physicist and engineer, Dr. Paul MacCready, weu2019ve been at the leading edge of technical innovation for more than 45 years. Be a part of the team that developed the worldu2019s most widely used military drones and created the first submarine-launched reconnaissance drone, and has seven innovative vehicles that are part of the Smithsonian Institutionu2019s permanent collection in Washington, DC. Join us today in developing the next generation of small UAS and tactical missile systems that will deliver more actionable intelligence to our customers so they can proceed with certainty u2013 and succeed. What We Do Building on a history of technological innovation, AeroVironment designs, develops, produces, and supports an advanced portfolio of unmanned aircraft systems (UAS) and tactical missile systems. Agencies of the U.S. Department of Defense and allied military services use the companyu2019s hand-launched UAS to provide situational awareness to tactical operating units through real-time, airborne reconnaissance, surveillance, and target acquisition. _We are proud to be an EEO/AA Equal Opportunity Employer, including disability/veterans. AeroVironment, Inc. is an Equal Employment Opportunity (EEO) employer and welcomes all qualified applicants. Qualified applicants will receive fair and impartial consideration without regard to race, sex, color, religion, national origin, age, disability, protected veteran status, genetic data, sexual orientation, gender identity or other legally protected status._ ITAR U.S. Citizenship is required. Secret or Top Secret clearance, or the ability obtain a clearance is desired. About AV: AV isnu2019t for everyone. We hire the curious, the relentless, the mission-obsessed. The best of the best. We donu2019t just build defense technologyu2014we redefine whatu2019s possible. As the premier autonomous systems company in the U.S., AV delivers breakthrough capabilities across air, land, sea, space, and cyber. From AI-powered drones and loitering munitions to integrated autonomy and space resilience, our technologies shape the future of warfare and protect those who serve. Founded by legendary innovator Dr. Paul MacCready, AV has spent over 50 years pushing the boundaries of what unmanned systems can do. Our heritage includes seven platforms in the Smithsonianu2014but weu2019re not building history, weu2019re building whatu2019s next. If you're ready to build technology that mattersu2014with speed, scale, and purposeu2014thereu2019s no better place to do it than AV. Careers at AeroVironment (

Created: 2025-12-05