Nvidia Jetson Engineer Jobs

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Senior Machine Learning Engineer

AeroVironment Centreville, VA

Centreville, VA

Today

$130k - $198k/yr Full time Senior Ai Ml Artificial Intelligence

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Job Description

AeroVironment’s Learning and Active Perception (LEAP) group is seeking a Senior Machine Learning Engineer to develop computer vision and analytics solutions for defense and commercial applications, including real-time automated target recognition (ATR). The position spans the full development lifecycle, from requirements through validation and verification testing, and includes integration work for aircraft and other systems.

Location

Centreville, VA (Onsite)

Salary

USD 129,500 - 197,500 per year

Role Summary

In this role, you will support development of machine learning capabilities focused on object detection, classification, localization, and tracking from stationary and mobile sensor platforms. Responsibilities include visual imagery data science to guide data collection, labeling, and selection for deep computer vision training, along with algorithm validation through purpose-designed experiments. You will also help set objectives, build models and metrics, and integrate ML algorithms into aircraft components or other systems.

Responsibilities

Support development of computer vision and machine learning algorithms for real-time automated target recognition (ATR) using data from stationary and mobile sensor platforms
Conduct visual imagery data science to inform data collection, data labeling, and data selection for training deep computer vision ML models
Train algorithms and validate data selection and design choices through a series of purpose-designed experiments
Analyze ML approaches for a given problem and rank alternatives by success probability on new data
Set objectives and develop models to achieve them, including defining metrics to track progress
Select appropriate datasets and data representations
Analyze errors across data, model, and strategy design to overcome limitations
Write and test software to support integration of ML algorithms into aircraft systems (including autopilots and payloads) or other system components
Perform other duties as assigned

Requirements

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
5 - 8 years of relevant computer vision experience
Proficiency with Python and C/C++
Proficiency with a deep learning framework, preferably PyTorch
Proficiency with basic computer vision and machine learning libraries such as Open-CV, scikit-learn, and pandas
Familiarity with Linux
Familiarity with Nvidia Tools (CUDA, JetPack, TensorRT) and deployment processes to Nvidia Jetson processors and other Nvidia GPUs
Demonstrated ability to troubleshoot complex systems and perform algorithmic optimization
Ability to perform exploratory data analysis, including visualizing and manipulating large datasets
Familiarity with office software and computer-based productivity tools
Ability to complete tasks within defined requirements with minimal supervision
Ability to collaborate effectively and work as a team player
Excellent verbal and written skills
Strong problem-solving, analytical, interpersonal, and communication skills
Ability to work in a fast-paced, deadline-driven environment with small teams and a broad range of duties
Strong initiative and drive to accomplish goals and meet company objectives
Ownership of current and past work products, including willingness to share results and provide feedback
Commitment to learning from mistakes and improving performance of self, others, and the company
U.S. Citizenship required
Ability to obtain at minimum a Secret level DoD security clearance
Willingness and ability to travel regularly (up to 40%)

Technologies

Python
C/C++
PyTorch
Open-CV
scikit-learn
pandas
Linux
CUDA
JetPack
TensorRT
Nvidia Jetson
Nvidia GPUs
Autopilots
Payloads

Benefits

Medical, dental, vision
401K with company matching
9/80 work schedule
Paid holiday shutdown

Worker Type

Regular

Clearance and ITAR

Clearance Level: No Clearance
ITAR: U.S. Citizenship is required; Secret or Top Secret clearance, or the ability to obtain a clearance is desired

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)

Travel

Regularly, up to 40%

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