Hybrid Senior Computer Vision Engineer — Real-Time AI & 3D Imaging

AIToolboard; Ashburn (VA); Hybrid; USD 140,000 - 190,000; Full time

Job summary

ManTech is seeking a Senior Computer Vision Engineer in Ashburn, VA, to design and implement advanced CV solutions. The role focuses on Python-based development with OpenCV, NumPy, and scikit-image, applying CNNs, RNNs, and Transformers using TensorFlow or PyTorch.

You will lead end-to-end deployment of models into production environments across cloud and edge devices, optimizing for real-time inference while processing large 2D/3D datasets.

Qualifications

• Experience levels: HS 15–20 yrs, AS 13–18 yrs, BS/BA 7+ yrs, MS 5+ yrs, PhD 3+ yrs.
• Expertise with deep learning frameworks (PyTorch, TensorFlow, Keras) and CV libraries (OpenCV, SimpleITK, ITK/MVIK).
• Productionizing models: Docker, cloud deployment (AWS/Azure/GCP), inference optimization.
• 2D/3D imaging analysis: reconstruction, segmentation, detection, volumetric modeling.

Responsibilities

• Design, develop and implement efficient CV algorithms and software in Python and libraries.
• Apply deep learning for object detection, segmentation, tracking, recognition with TF or PyTorch.
• Preprocess and augment large 2D/3D datasets for model training and evaluation.
• Lead deployment of trained models to production (cloud/edge), optimize for real-time inference.
• Collaborate with Software Engineering and Data Science teams to integrate vision systems.
• Research and benchmark new CV tech to maintain competitive edge.

Skills

3D Modeling

Algorithms

Artificial Intelligence (AI)

Deep Learning

Data Fusion

Data Science

Python Programming

C++ Programming

Docker

TensorFlow

PyTorch

OpenCV

GPU Acceleration

Cloud Computing

MLOps

Face Recognition

Education

BS/BA in a relevant field

MS/MA in a relevant field

PhD/Doctorate (preferred)

HS Diploma/GED

Tools

Docker

AWS

Azure

GCP

TensorFlow

PyTorch

OpenCV

SimpleITK

Job description

ManTech is seeking a Senior Computer Vision Engineer in Ashburn, VA, to design and implement advanced CV solutions. The role focuses on Python-based development with OpenCV, NumPy, and scikit-image, applying CNNs, RNNs, and Transformers using TensorFlow or PyTorch.

You will lead end-to-end deployment of models into production environments across cloud and edge devices, optimizing for real-time inference while processing large 2D/3D datasets.