Senior Computer Vision AI/ML Engineer

Aimlroles; South Dakota; Sur place; USD 82 000 - 172 000; Plein temps

Résumé du poste

CACI is seeking a Senior Computer Vision AI/ML Engineer to advance ATR/EO/SAR analytics and deploy CV models in cloud environments. You will lead research and development of AI/ML-based computer vision systems for remote sensing, mentoring junior engineers on a cross-functional team.

The role requires TS/SCI clearance, 5+ years in CV/ML, strong Python expertise (PyTorch, OpenCV, NumPy) and experience deploying models with AWS, Linux, and containerization. On-site with potential travel.

Qualifications

• Active TS/SCI government security clearance.
• B.S. in machine learning, computer science, mathematics, or related field
• 5+ years of Computer Vision AI/ML development experience
• Proficiency with Python and ML libraries such as PyTorch, Lightning, OpenCV, NumPy, Polars
• Experience with supervised and unsupervised learning
• Experience with Python and any of the following Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCV
• Experience training convolutional-based CV models (e.g. YOLOv3-11, YOLOX) or transformer-based CV models (Vision Transformer, Swin, etc.)
• MS or PhD in machine learning, computer science, computer vision, mathematics, or relevant fields
• Experience with Self-Supervised Learning (SSL) and student-teacher approaches (e.g., DINO, knowledge distillation, BYOL)
• Experience applying AI/ML algorithms to Image Segmentation, Super Resolution, Image Denoising, Image Restoration, and Multi-INT Fusion
• Experience with Graph Convolutional Networks (GCNs) and applying them to CV-based problems
• Experience working with image processing chains for SAR, EO, and OPIR
• Experience with datasets like xView, SpaceNet, FOOW etc.
• Familiarity with AWS cloud computing resources such as EC2, S3, Lambda, etc.
• Experience with version control processes and tools for code version control, data version control, and model version control
• Experience with Linux
• Experience with implementing tracking and fusion, and pattern-of-life algorithms
• Experience in application deployment, virtualization, and containerization

Responsabilités

• Lead a small team of developers and researchers to implement AI/ML algorithms for remote sensing CV problems.
• Analyze and pre-process large remote sensing datasets.
• Research ATR solutions for remote sensing and multimodal fusion.
• Train, optimize, and deploy deep learning CV models for actionable insights.
• Review publications and translate concepts for government customers, applying to defense and commercial applications.
• Write technical documentation for code, capabilities and user guides.

Connaissances

Python

PyTorch

OpenCV

NumPy

Polars

Supervised Learning

Unsupervised Learning

TensorFlow

Keras

YOLO/Transformer CV models

Formation

B.S. in machine learning / computer science / mathematics

MS or PhD in ML / CS / CV (desired)

Outils

AWS (EC2, S3, Lambda)

Linux

Docker

Kubernetes

Git

Description du poste

Job Title: Senior Computer Vision AI/ML EngineerJob Category: ScienceTime Type: Full timeMinimum Clearance Required to Start: TS/SCIEmployee Type: RegularPercentage of Travel Required: Up to 10%Type of Travel: LocalAnticipated Posting End: 12/25/2026

The Opportunity

This position is for a Senior Computer Vision AI/ML Engineer looking for new and challenging problems. As a CV AI/ML Engineer, you will apply cutting-edge AI/ML-based Computer Vision algorithms to problems in remote sensing, including Automatic Target Recognition (ATR) and Multimodal Data Fusion for Electro-Optical (EO) and Synthetic Aperture RADAR (SAR).

You will be responsible for maturing, optimizing, and deploying these algorithms to a cloud-hosted environment.

Responsibilities

Our ideal candidate is an experienced professional who has researched and developed AI/ML-based computer vision algorithms and deployed these algorithms to operational environments. This candidate will have the opportunity to apply their knowledge in AI/ML to solve a broad set of problems across multiple domains. This candidate will be joining a team of talented researchers and software developers with the opportunity to lead and mentor junior engineers.

As a CV AI/ML Engineer, your responsibilities will include:

• Opportunities to lead a small team consisting of developers and researchers to implement AI/ML algorithms to solve computer vision problems in remote sensing


• Analyzing and pre-processing large remote sensing datasets


• Researching supervised and unsupervised ATR solutions for remote sensing


• Researching the performance benefits of multimodal data fusion for ATR, under diverse data collection scenarios


• Training, optimizing, and deploying deep learning CV models that provide analysts with actionable insights


• Reviewing relevant publications to understand cutting edge concepts, break down key ideas to government customers, and apply to defense and commercial applications


• Writing technical documentation supporting code, program capabilities and user-guides

Qualifications

Required:

• Active TS/SCI government security clearance


• B.S. in machine learning, computer science, mathematics, or related field


• 5+ years of Computer Vision AI/ML development experience


• Proficiency with Python and ML libraries such as PyTorch, Lightning, OpenCV, NumPy, Polars


• Experience with supervised and unsupervised learning


• Experience with Python and any of the following Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCV


• Experience training convolutional-based CV models (e.g. YOLOv3-11, YOLOX) or transformer-based CV models (Vision Transformer, Swin, etc.)

Desired:

• MS or PhD in machine learning, computer science, computer vision, mathematics, or relevant fields


• Experience with Self-Supervised Learning (SSL) and student-teacher approaches (e.g., DINO, knowledge distillation, BYOL)


• Experience with applying AI/ML algorithms to Image Segmentation, Super Resolution, Image Denoising, Image Restoration, and Multi-INT Fusion


• Experience with Graph Convolutional Networks (GCNs) and applying them to CV-based problems


• Experience working with image processing chains for any of the following domains: SAR, EO, and OPIR


• Experience working with datasets of overhead imagery like xView, SpaceNet datasets, Functional Map of the World, xView3, MSTAR, HRSID, CAESAR, DOTA v1/v2, etc.


• Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.


• Experience with version control processes and tools for code version control, data version control, and model version control


• Experience with Linux


• Experience with implementing tracking and fusion, and pattern-of-life algorithms


• Experience in application deployment, virtualization, and containerization

What You Can Expect

A culture of integrity.

At CACI, we place character and innovation at the center of everything we do. As a valued team member, you’ll be part of a high-performing group dedicated to our customer’s missions and driven by a higher purpose - to ensure the safety of our nation.

An environment of trust.

CACI values the unique contributions that every employee brings to our company and our customers - every day. You’ll have the autonomy to take the time you need through a unique flexible time off benefit and have access to robust learning resources to make your ambitions a reality.

A focus on continuous growth.

Together, we will advance our nation's most critical missions, build on our lengthy track record of business success, and find opportunities to break new ground - in your career and in our legacy.

Pay Range

There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.

Since this position can be worked in more than one location, the range shown is the national average for the position.

The proposed salary range for this position is:

$82,100-$172,400

CACI is anEqualOpportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, age, national origin, disability, status as a protected veteran, or any otherprotectedcharacteristic.