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Machine Learning Engineer

AeroVironment Centreville, VA

Centreville, VA

Today

$102k - $156k/yr Full time Artificial Intelligence Automation Data & Ai

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Job Description

The Machine Learning Engineer will help build computer vision capabilities and image/video analytics for defense and commercial use within AV’s Learning and Active Perception (LEAP) group.

Responsibilities

Develop computer vision and ML algorithms for object detection, classification, localization, and tracking from stationary and mobile sensor platforms, targeting real-time automated target recognition (ATR)
Apply visual imagery data science to support data collection, data labeling, and data selection for training deep computer vision models
Train algorithms with selected data and validate data selection and algorithm design using purpose-designed experiments
Analyze ML approaches to solve defined problems and rank algorithms by success probability on new data
Define objectives, develop models to meet them, and establish metrics to track progress
Select appropriate datasets and data representations
Evaluate errors across data, model, and design strategies and iterate to overcome them
Write and test software to support integration of ML algorithms into aircraft systems (including autopilots, payloads, or other functional components) or other systems
Perform other duties as assigned

Requirements

BS in Computer Science/Engineering, Mathematics, Physics, or a related Science or Engineering discipline
2+ years of relevant experience in machine learning and/or computer vision
2 to 5 years of relevant computer vision experience
Familiarity with Python and C/C++ required
Proficiency with a deep learning framework, preferably PyTorch
Proficiency with ML libraries including Open-CV, scikit-learn, and pandas
Familiarity with Linux
Familiarity with Nvidia Tools (CUDA, JetPack, TensorRT) and the deployment process to Nvidia GPUs
Demonstrated ability to troubleshoot complex systems and perform algorithmic optimization
Ability to perform exploratory data analysis, including visualizing and manipulating large datasets
U.S. Citizenship required (to qualify for this role)
Active Secret (or higher) DoD security clearance
Willingness and ability to travel CONUS and OCONUS (Occasionally, up to 25%)
Location: Centreville, VA or Minneapolis, MN

Technologies

Python
C/C++
PyTorch
Open-CV
scikit-learn
pandas
Linux
Nvidia Tools: CUDA, JetPack, TensorRT
Nvidia GPUs

Benefits

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

Other Qualifications and Desired Competencies

Familiarity with office software and computer-based productivity tools
Ability to work within defined requirements under moderate supervision
Team-oriented and able to collaborate effectively
Excellent verbal and written communication
Strong problem-solving, analytical, and interpersonal skills
Ability to excel in a fast-paced, deadline-driven environment with small teams and varied duties
Strong initiative and drive to meet goals and company objectives
Own current and past work products; share results and provide feedback
Committed to learning from mistakes and improving performance

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)

Clearance and ITAR

Clearance level: No Clearance
ITAR/EAR requirement: position requires access to information subject to ITAR and/or EAR
Applicants must qualify as a U.S. person under ITAR/EAR or be eligible for an export license approval
Offers requiring export license approval may be conditional on the company’s ability to obtain the license within required timelines
U.S. person per ITAR includes U.S. citizens, lawful permanent residents, and protected individuals (22 CFR § 120.15)
U.S. Citizenship required; Secret or Top Secret clearance (or ability to obtain) desired

Location: Centreville, VA (Onsite)
Salary: USD 102,000 - 155,500 per year
Minimum experience: 2 years
Travel: Occasional, up to 25%

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