Nvidia Jetson Developer Jobs

1 job found

1d ago

Senior Machine Learning Engineer

AeroVironment Centreville, VA

Centreville, VA

1d ago

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

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Job Description

AeroVironment is seeking a Senior Machine Learning Engineer to join the Learning and Active Perception (LEAP) group. In this Centreville, VA onsite role, you will develop computer vision and analytics capabilities that support defense and commercial applications, including real-time automated target recognition (ATR). Work spans the full development lifecycle from requirements through validation and verification testing.

What you’ll do

Develop computer vision and machine learning algorithms for object detection, classification, localization, and tracking using stationary and mobile sensor platforms, with a focus on real-time automated target recognition (ATR)
Conduct visual imagery data science to guide data collection, labeling, and selection for training deep computer vision models, then validate data selection and algorithm design using purpose-built experiments
Evaluate machine learning approaches for a target problem and rank models by success probability on new data
Define objectives, build models to meet them, and establish metrics to track progress
Select datasets and data representations appropriate to the problem
Analyze errors across data, models, and design strategies, then iterate to address them
Write and test software that enables integration of machine learning algorithms into aircraft systems (including autopilots and payloads) or other systems
Perform other duties as assigned

Required qualifications

Bachelor’s degree in computer science/engineering, Mathematics, Physics, or a related Science or Engineering discipline, plus 5+ years of relevant experience in machine learning and/or computer vision
5 - 8 years of relevant computer vision experience
Proficiency with Python and C/C++
Proficiency with a deep learning framework, preferably PyTorch
Proficiency with foundational 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 experience with 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 work within defined requirements with minimal supervision
Strong collaboration and teamwork skills
Excellent verbal and written communication skills
Strong problem-solving, analytical, interpersonal, and communication skills
Ability to succeed in a fast-paced, deadline-driven environment with small teams and broad duties
Strong initiative and drive to meet goals and company objectives
Ownership of current and prior work products, including sharing results and providing feedback to teammates
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%)

Education

Bachelor’s degree in computer science/engineering, Mathematics, Physics, or related Science or Engineering discipline
Advanced degree preferred

Technologies

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

Compensation and schedule

Salary range: USD 129,500 - 197,500 per year
Work schedule: 9/80
Paid holiday shutdown

Benefits

Medical, dental vision
401K with company matching

Location: Centreville, VA (onsite). Worker type: Regular. 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)

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