Defense Computer Vision Engineer (Hybrid) - Spatial AI

Ingenix Technologies LLC; Huntsville (AL); Hybrid; USD 90,000 - 130,000; Full time

Job summary

Ingenix Technologies LLC in Huntsville, AL is seeking a Computer Vision/ML Engineer to develop perception and spatial AI for defense training and simulation, handling image, video, point cloud data, and related tasks.

You will train and evaluate models, build data pipelines, and integrate CV capabilities into simulation software. US citizenship and ability to obtain a Secret clearance are required; hybrid work is offered.

Qualifications

• Proficient in Python for CV/ML development.
• Familiarity with PyTorch or TensorFlow for building models.
• Understanding of object detection and 3D perception concepts.

Responsibilities

• Develop CV and spatial AI capabilities for defense training and simulation systems.
• Train, evaluate, and refine ML models for perception tasks.
• Build data processing pipelines for collecting, labeling, and evaluating visual datasets.
• Integrate CV capabilities into simulation, XR, or training software.
• Communicate model performance and tradeoffs to engineering teams.

Skills

Python

Deep learning frameworks (PyTorch / TF

Tools

OpenCV

ROS

CUDA

Job description

Huntsville, AL (Hybrid) Full-Time Ability to obtain a Secret clearance required

Develop computer vision and spatial AI capabilities for defense training and simulation systems. You'll work on object detection, scene understanding, spatial registration, and model analysis to help software understand real or synthetic environments.

What you'll do

• Work with image, video, point cloud, mesh, RGB-D, LiDAR, or synthetic data depending on project needs
• Train, evaluate, and refine machine learning models for perception and spatial understanding tasks
• Build data processing pipelines for collecting, cleaning, labeling, and evaluating visual datasets
• Integrate computer vision capabilities into simulation, XR, or training software systems
• Communicate model performance, limitations, and technical tradeoffs to engineering teammates and stakeholders

What we're looking for

• Experience developing computer vision or machine learning solutions in Python
• Familiarity with deep learning frameworks such as PyTorch, TensorFlow, or similar tools
• Understanding of object detection, segmentation, feature extraction, camera geometry, or 3D perception concepts
• Ability to evaluate model performance and work through real-world data limitations
• US Citizenship and ability to obtain a Secret clearance

Nice to have

• Experience with 3D object detection, scene understanding, point clouds, LiDAR, RGB-D, or mesh/model analysis
• Experience with OpenCV, ROS, CUDA, synthetic data generation, or simulation-based datasets
• Familiarity with XR, robotics, geospatial, digital twin, or defense training applications
• Experience deploying models into production software or edge computing environments

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