Machine Learning II

Worker Type Regular Job Description The Machine Learning Engineer II will have the opportunity to interact with R&D Group to develop a variety of innovative computer vision detection, classification, localization, and tracking solutions for defense and commercial applications. These development efforts will generally be small, focused design teams which will require a senior machine learning engineer to use a range of skills and tools across traditional engineering, computer science, and mathematical disciplines including computer vision, machine learning, optimization, deep convolutional neural networks, and visual tracking. This position will work on a variety of stages of development including requirements definition, concept design, prototyping, detailed design, test and evaluation and validation and verification testing. Position Responsibilities u2022 Support development of computer vision and machine learning algorithms capable of detection, classifying, localizing, and tracking objects-of-interest from a group 1 UAV using the existing gimballed camera payload 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 robotic systems. u2022 Explore and visualize data to gain an understanding of it, then identifying differences in data distribution that could affect u2022 Implement Machine Learning systems and validate designs through a series of purpose-designed experiments u2022 Create objectives and develop models that help to achieve them, along with metrics to track their progress u2022 Perform analysis tasks using AeroVironment and industry developed tools u2022 Managing available resources such as hardware, data, and personnel so that deadlines are met u2022 Analyze the ML algorithms to solve a given problem and ranking them by their success probability u2022 Performance when deploying the model in the real world; Verify data quality, and/or ensure it via data cleaning u2022 Analyze the errors of the model and designing strategies to overcome them u2022 Study and transform data science prototypes; Research and implement appropriate ML algorithms and tools u2022 Select appropriate datasets and data representation methods; Run machine learning tests and experiments u2022 Works on problems of moderate scope where analysis of situations or data requires a review of variety of factors. Exercises judgment within defined procedures and practices to determine appropriate action u2022 Other duties as assigned Basic Qualifications (Required Skills & Experience) u2022 BS in Computer Vision and Machine Learning is required or equivalent combination of education, training, and experience - with qualifications in any of the following fields: Mathematics, Optimization, Computer Science/Engineering, Electrical Engineering, Aerospace, or Mechanical Engineering u2022 Minimum of 2 u2013 5 years' relevant experience u2022 Familiarity with C/C++ and Matlab required u2022 Familiarity with office software and computer-based productivity tools u2022 Demonstrated ability to troubleshoot complex systems Other matrixed skills include: u2022 Proficiency with a deep learning framework such as TensorFlow or Keras u2022 Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas u2022 Expertise in visualizing and manipulating big datasets u2022 Proficiency with OpenCV u2022 Familiarity with Linux u2022 Ability to select hardware to run an ML model with the required latency u2022 Computational statistics u2022 Mathematical optimization u2022 Data mining u2022 Exploratory data analysis u2022 Predictive analytics Other Qualifications & Desired Competencies u2022 Works well within defined requirements to complete tasks under moderate supervision 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 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 u2022 Is committed to learning from mistakes and driven to improve and enhance performance of oneself, others, and the company Physical Demands u2022 Ability to work in an office and manufacturing environment (Constant) u2022 Required to sit and stand for long periods; talk, hear, and use hands and fingers to operate a computer and telephone 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: 2025-12-03