Machine Learning Engineer

AeroVironment, Inc.; Centreville (VA); On-site; USD 102,000 - 156,000; Full time

Benefits offered by this job

Medical, dental, vision

401K with company matching

9/80 work schedule

Paid holiday shutdown

Job summary

AeroVironment, Inc. is seeking a Machine Learning Engineer to join the LEAP group in the MacCready Works division. You will develop computer vision and ML capabilities for real-time target recognition on diverse sensor platforms and support data collection, labeling, training, and validation activities.

Travel domestically and internationally is expected. The role requires a BS in a relevant field, 2+ years in ML/vision, and strong Python/C++ skills with PyTorch, OpenCV, and Nvidia toolchains.

Qualifications

• BS in Computer Science/Engineering, Mathematics, Physics, or related Science/Engineering with 2+ years in ML/vision
• 2–5 years of relevant computer vision experience
• Proficiency in Python and C/C++
• Experience with deep learning frameworks, preferably PyTorch
• Familiarity with Linux and Nvidia tools (CUDA, JetPack, TensorRT) and deployment to Nvidia GPUs
• Ability to troubleshoot complex systems and optimize algorithms
• Ability to perform exploratory data analysis on large datasets

Responsibilities

• Develop CV/ML algorithms for object detection, classification, localization, and tracking for defense and commercial use
• Perform data science to inform data collection, labeling, and training of models
• Train, validate, and optimize models and data representations
• Write and test software to integrate ML algorithms into aircraft or other systems
• Support experimentation and fielded systems with significant travel

Skills

Python

C/C++

PyTorch

OpenCV

Linux

CUDA

TensorRT

Data analysis

Education

BS in Computer Science/Engineering/Mathematics/Physics

Tools

PyTorch

OpenCV

scikit-learn

pandas

Linux

CUDA

TensorRT

JetPack

Job description

Worker TypeRegularJob DescriptionNOTE: to qualify for this role, you must be a U.S. CitizenSummaryThe Machine Learning Engineer will be a member of the Learning and Active Perception (LEAP) group in AV’s 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.Position ResponsibilitiesSupport 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)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:Analyze ML algorithms to solve a given problem and rank them by their success probability on new dataSet objectives and develop models that help achieve them, along with metrics to track their progressSelect appropriate datasets and data representationsAnalyze errors of the data, model, and design strategies to overcome themWrite and test software to support the integration of machine learning algorithms into aircraft (such as autopilots, payloads, or other functional components) or other systemsOther duties as assignedBasic Qualifications (Required Skills & Experience)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.2 - 5 years of relevant computer vision experienceFamiliarity with Python and C/C++ requiredProficiency with a deep learning framework, preferably PyTorchProficiency with basic libraries for machine learning such as, Open-CV, scikit-learn, and pandasFamiliarity with LinuxFamiliarity with Nvidia Tools (CUDA, JetPack, TensorRT) and deployment process to Nvidia GPUsDemonstrated ability to troubleshoot complex systems and perform algorithmic optimizationAbility to perform exploratory data analysis, including visualizing and manipulating large datasetsOther Qualifications & Desired CompetenciesFamiliarity with office software and computer-based productivity toolsAbility to work within defined requirements to complete tasks under moderate supervisionMust be a team player and collaborate effectivelyExcellent verbal and written skillsHas effective problem-solving, analytical and interpersonal skillsAbility to work within defined requirements to complete tasks under moderate supervisionAble to excel in a fast-paced, deadline-driven environment, where small teams share a broad variety of dutiesDisplays strong initiative and drive to accomplish goals and meet company objectivesTakes 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.Is committed to learning from mistakes and driven to improve and enhance performance of oneself, others, and the companyFamiliarity with office software and computer-based productivity toolsPhysical DemandsAbility to work in an office environment (Constant)Required to sit and stand for long periods; talk, hear, and use hands and fingers to operate a computer keyboard (Frequent)Special RequirementsU.S. Citizenship requiredActive Secret level (or higher) DoD security clearanceWillingness and ability to travel CONUS and OCONUS (Occasionally / up to 25%)Location: Centreville, VA or Minneapolis, MNClearance LevelNo ClearanceThe salary range for this role is:$102,000 - $155,500AeroVironment considers several factors when extending an offer, including but not limited to, the location, the role and associated responsibilities, a candidate’s work experience, education/training, and key skills.ITAR Requirement:This position requires access to information that is subject to compliance with the International Traffic Arms Regulations (“ITAR”) and/or the Export Administration Regulations (“EAR”). 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 AeroVironment’s determination that it will be able to obtain an export license in a time frame consistent with AeroVironment’s business requirements. A “U.S. person” 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 § 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: http://www.avinc.com/myavbenefits.We also encourage you to review our company website at http://www.avinc.com to learn more about us.Principals only need apply. NO agencies please.About AV:AV isn’t for everyone. We hire the curious, the relentless, the mission-obsessed. The best of the best.We don’t just build defense technology—we redefine what’s 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 Smithsonian—but we’re not building history, we’re building what’s next.If you're ready to build technology that matters—with speed, scale, and purpose—there’s no better place to do it than AV.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.ITARU.S. Citizenship is required. Secret or Top Secret clearance, or the ability obtain a clearance is desired.