Autonomy Engineer II

AeroVironment, Inc.; Virginia Colony (CA); Vor Ort; USD 98.000 - 149.000; Vollzeit

Benefits dieser Stelle

Medical insurance

Dental insurance

Vision coverage

401K with company matching

9/80 work schedule

Paid holiday shutdown

Zusammenfassung

AeroVironment, Inc. is seeking a skilled professional to advance computer vision and machine learning for group 1 UAV payloads. You will develop algorithms to detect and track objects, integrate ML into autopilots and payloads, and explore data to drive improvements.

The role requires 2–5 years of relevant experience, strong Python and ML tooling, and proficiency with OpenCV and Linux. Join a team focused on advancing autonomous capabilities and defense technology.

Qualifikationen

• BS in Computer Vision and Machine Learning or equivalent with related fields (Math, Optimization, CS/Engineering, EE, Aerospace, or Mechanical).
• 2–5 years of relevant experience.
• Familiarity with C/C++ and Matlab.
• Proficiency with a deep learning framework such as TensorFlow or Keras.
• Proficiency with Python and libraries like scikit-learn and pandas.
• Expertise in visualizing and manipulating big datasets.
• Familiarity with Linux.

Aufgaben

• Develop computer vision and ML algorithms to detect, classify, localize, and track objects from a UAV camera payload.
• Write and test software for integrating ML into aircraft systems or other robotic platforms.
• Explore and visualize data to understand distributions and differences.
• Implement ML systems and validate designs through experiments.
• Develop models with clear objectives and metrics.
• Analyze ML algorithms and rank by effectiveness for real-world deployment.
• Ensure data quality and perform data cleaning.
• Study and transform data science prototypes and run ML tests and experiments.
• Select datasets and data representations; run tests.
• Collaborate within defined procedures and assist with deadlines.
• Other duties as assigned.

Kenntnisse

Computer Vision

Machine Learning

C/C++

Matlab

Python

TensorFlow

Keras

OpenCV

Linux

Data Visualization

Statistics

Optimization

Ausbildung

BS in Computer Vision/ML

Tools

OpenCV

MATLAB

Linux

Python

Jobbeschreibung

Position Responsibilities

• 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
• 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.
• Explore and visualize data to gain an understanding of it, then identifying differences in data distribution that could affect
• Implement Machine Learning systems and validate designs through a series of purpose-designed experiments
• Create objectives and develop models that help to achieve them, along with metrics to track their progress
• Perform analysis tasks using AeroVironment and industry developed tools
• Managing available resources such as hardware, data, and personnel so that deadlines are met
• Analyze the ML algorithms to solve a given problem and ranking them by their success probability Performance when deploying the model in the real world;
• Verify data quality, and/or ensure it via data cleaning
• Analyze the errors of the model and designing strategies to overcome them
• Study and transform data science prototypes; Research and implement appropriate ML algorithms and tools
• Select appropriate datasets and data representation methods; Run machine learning tests and experiments
• 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
• Other duties as assigned

Basic Qualifications (Required Skills & Experience)

• 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
• Minimum of 2-5 years' relevant experience
• Familiarity with C/C++ and Matlab required
• Familiarity with office software and computer-based productivity tools
• Demonstrated ability to troubleshoot complex systems
• Proficiency with a deep learning framework such as TensorFlow or Keras
• Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
• Expertise in visualizing and manipulating big datasets
• Proficiency with OpenCV
• Familiarity with Linux
• Ability to select hardware to run an ML model with the required latency
• Computational statistics
• Mathematical optimization
• Data mining
• Exploratory data analysis
• Predictive analytics

Other Qualifications & Desired Competencies

• Works well within defined requirements to complete tasks under moderate supervision
• Must be a team player and collaborate effectively
• 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

Physical Demands

• Ability to work in an office and manufacturing environment (Constant) Required to sit and stand for long periods; talk, hear, and use hands and fingers to operate a computer and telephone keyboard (Frequent)

Clearance Level

• No Clearance

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.

Salary

The salary range for this role is: $97,500 - $148,750 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 Requirements

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.

ITAR Eligibility

ITAR U.S. Citizen, U.S. Permanent Resident (Green Card holder), asylee/refugee status as defined by 8 U.S.C. 1324b(a)(3) or a person approved for an export license from the appropriate governing agency.

EEO / Diversity Statement

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.

About AV

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.

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.

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