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Today

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 building computer vision and analytics capabilities for defense and commercial use, including real-time automated target recognition (ATR). In this Senior Machine Learning Engineer role, you’ll work across the full development lifecycle, from defining requirements through validation and verification testing.

Based in Centreville, VA, this position supports development that spans training and evaluation of deep computer vision models, analysis of model behavior on new data, and software integration into aircraft systems and other platforms.

Responsibilities

Develop computer vision and machine learning algorithms for object detection, classification, localization, and tracking from stationary and mobile sensor platforms, with the goal of real-time automated target recognition (ATR)
Conduct visual imagery data science to guide data collection, data labeling, and data selection for deep computer vision training; train models using the selected data and validate choices through purpose-designed experiments
Evaluate machine learning approaches for a given problem and rank algorithms by their success probability on new data
Define objectives, build models to achieve them, and create metrics to track progress
Select suitable datasets and data representations
Perform error analysis across data, model, and design strategies and use findings to improve performance
Write and test software that enables integration of ML algorithms into aircraft systems (including autopilots, payloads, or other functional components) or other systems
Complete other duties as assigned

Requirements

Bachelor’s degree in computer science/engineering, Mathematics, Physics, or a related Science or Engineering discipline, with 5+ years of relevant experience in machine learning and/or computer vision
Advanced degree preferred
5 to 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 the deployment process 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 under minimal supervision while working within defined requirements
Team-oriented mindset with effective collaboration skills
Excellent verbal and written communication
Strong problem-solving, analytical, interpersonal, and communication skills
Ability to thrive in a fast-paced, deadline-driven environment where small teams share a broad set of duties
Strong initiative, ownership of work products, and willingness to share results, provide feedback, and contribute to teammates working on similar problems
Commitment to learning from mistakes and improving performance for self, others, and the company
U.S. Citizenship required (to qualify for this role)
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

Compensation and Work Details

Location: Centreville, VA (onsite)
Salary: USD 129,500 to 197,500 per year
Worker type: Regular
Schedule: 9/80 work schedule

Benefits

Medical, dental, vision
401K with company matching
Paid holiday shutdown

Physical Demands and Clearance

Physical demands: Ability to work in an office environment (constant); sit and stand for long periods (frequent); talk, hear, and use hands and fingers to operate a computer keyboard (frequent)
Clearance level: No Clearance

ITAR: U.S. Citizenship is required. Secret or Top Secret clearance, or the ability to obtain a clearance is desired.

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12d ago

Perception Machine Learning Engineer

Saildrone Alameda, CA

Alameda, CA

12d ago

$145k - $323k/yr Full time Artificial Intelligence Autonomous Driving Perception Computer Vision Model Deployment

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Job Description

Build and deploy perception-focused machine learning capabilities for autonomous vehicles using real-world vehicle data.

Responsibilities

Design machine-learning-based perception systems for autonomous vehicles
Train, evaluate, and iterate on computer vision models using real-world sensor data
Create data and experimentation workflows to surface failure modes and improve model performance
Develop perception capabilities for detection, classification, segmentation, depth estimation, or scene understanding
Analyze vehicle data and model failure cases to identify weaknesses and prioritize improvements
Integrate trained models into production perception systems
Transition new machine learning techniques from experimentation into deployed systems

Requirements

Python proficiency
Hands-on experience developing computer vision and/or machine learning systems
Strong experience with PyTorch or a comparable ML framework
Solid understanding of computer vision fundamentals and real-world visual data
Experience evaluating models using quantitative metrics and experimental analysis
Experience moving ML or computer vision systems into production

Technologies

Python
PyTorch
C++
ONNX
TensorRT
CUDA

Location

Alameda, CA (onsite)

Compensation

USD 144,500 - 322,742 per year

Benefits

Generous Time Off: Competitive Paid Time Off (PTO) accrual, robust annual holiday schedule, and paid sick leave
Comprehensive Health Coverage: Premium multi-tier Medical, Dental, and Vision plans with significant company contributions for employees and dependents
Shared Ownership in the Mission: Equity grants
Retirement Savings: 401(k) with flexible pre-tax and Roth payroll contribution options
Investment in Your Growth: Annual professional development reimbursement program
Relocation Support: Relocation assistance for eligible roles

Nice to Have

C++ experience for production perception systems
Experience in robotics, autonomous vehicles, aerospace, or defense
Edge or embedded ML deployment experience
Sensor fusion, 3D perception, or multimodal perception experience
ONNX, TensorRT, CUDA, or other inference optimization experience

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