Lead Machine Learning Engineer at AeroVironment in Centreville, VA

Lead Machine Learning Engineer
Location: Centreville, VA
Worker Type
Regular

Job Description

NOTE: to qualify for this role, you must be a U.S. Citizen

Summary

The Lead Machine Learning Engineer will be a strong individual contributor and technical leader in the Learning and Active Perception (LEAP) group in AV’s MacCready Works division and oversee the development of a variety of innovative computer vision and related analytics for defense and commercial applications.  As an experienced machine learning engineer, IV will also mentor more junior engineers. Development efforts will require a range of skills and tools across traditional engineering, computer science, and mathematical disciplines including computer vision, machine learning, optimization, deep convolutional neural networks, visual transformers, and visual tracking.  This position requires interacting with other teams within and outside the LEAP group and will encompass all stages of the development cycle including requirements definition, concept design, prototyping, detailed design, test and evaluation, and validation and verification testing.
Position Responsibilities
Lead the design and development of computer vision and machine learning (ML) algorithms to address wide range of technically challenging problems, including but not limited to detection, classifying, localizing, and tracking objects of interest from a variety of stationary and mobile sensor platforms.
Maintain awareness of relevant academic literature, commercial products, and open source projects to ensure our technical solutions remain at the cutting edge
Advise on and support design of software infrastructure and DevOps processes to support ML needs
Implement ML algorithms and validate designs through a series of purpose-designed experiments
Analyze ML algorithms and errors of the trained models, design strategies to overcome them
Select appropriate datasets and data representations; supervise data acquisition process if required
Manage available resources such as hardware, data, and personnel so that deadlines are met; coordinate activities of others (Team Lead) and between teams as required
Other duties as assigned
Basic Qualifications (Required Skills & Experience)
Bachelor’s degree in computer science/engineering, Mathematics, Physics, or related Science or Engineering discipline with 5+ years of relevant experience in machine learning and/or computer vision.
Advanced degree preferred.
Minimum of 8-12 years of relevant experience
Familiarity with C/C++ or Python required
Demonstrated ability to design, implement, and troubleshoot complex systems
Proficiency with a deep learning framework, preferably PyTorch
Proficiency with basic libraries for machine learning such as scikit-learn and pandas
Proficiency with OpenCV
Proficiency with Linux
Familiarity with ML standards such as ONNX
Ability to select hardware for specific ML applications
Expertise in visualizing and manipulating big datasets
Other Qualifications & Desired Competencies
Experience working with DoW and Intelligence Community (IC) organizations on advanced technology, research, or AI/ML initiatives
Familiarity working in classified spaces
Familiarity with office software and computer-based productivity tools
Ability to work within defined requirements to complete tasks under minimal supervision
Must be a team player and exhibit leadership qualities
Excellent verbal and written skills
Has effective problem-solving, analytical, and interpersonal skills
Able to excel in a fast-paced, deadline-driven environment, where small teams share a broad variety of duties
Displays strong initiative and drive to accomplish goals and meet company objectives
Takes ownership and responsibility for current and past work products
Is committed to learning from mistakes and driven to improve and enhance performance of oneself, others, and the company
Has effective problem-solving, analytical, interpersonal and communication skills
Focuses on teamwork, collaboration and puts the success of the team above one's own interests
Physical Demands
Ability 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 Requirements
U.S. Citizenship required
Ability to obtain at minimum a Secret level DoD security clearance
Willingness to travel (Frequently / up to 40%)

Clearance Level

No Clearance
The salary range for this role is:
$158,000 - $241,000
AeroVironment 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.
ITAR
U.S. Citizenship is required. Secret or Top Secret clearance, or the ability obtain a clearance is desired.