Computer Vision AI/ML Engineer

CACI International Inc; King of Prussia (PA); Presencial; USD 69 000 - 142 000; Tempo integral

Resumo da oferta

CACI International Inc. is seeking a Computer Vision AI/ML Engineer to apply cutting-edge CV/ML algorithms to remote sensing problems including ATR and multimodal data fusion for EO/SAR.

You will mature, optimize, and deploy these models in a cloud-hosted environment. The role involves leading a small team of developers and researchers, mentoring junior engineers, and delivering actionable insights to government and commercial customers.

Qualificações

• Active TS/SCI clearance.
• B.S. in machine learning, computer science, mathematics, or related field.
• 3+ 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 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.)

Responsabilidades

• Lead a team of developers and researchers to implement AI/ML algorithms for CV remote sensing.
• Analyze and pre-process large remote sensing datasets.
• Research supervised and unsupervised ATR solutions for remote sensing.
• Research multimodal data fusion for ATR under diverse data collection scenarios.
• Train, optimize, and deploy deep learning CV models for analysts.
• Write technical documentation supporting code, program capabilities and user-guides.

Conhecimentos

Python

PyTorch

OpenCV

NumPy

Convolutional CV

Transformers CV

TensorFlow

YOLO

ML Deployment

PyTorch Lightning

Formação académica

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

Ferramentas

AWS

Docker

Linux

Git

Kubernetes

scikit-learn

scikit-image

Descrição da oferta de emprego

Job Title: 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: 12/25/2026T he Opportunity:This position is for a 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 sensingAnalyzing and pre-processing large remote sensing datasetsResearching supervised and unsupervised ATR solutions for remote sensingResearching the performance benefits of multimodal data fusion for ATR, under diverse data collection scenariosTraining, optimizing, and deploying deep learning CV models that provide analysts with actionable insightsReviewing relevant publications to understand cutting edge concepts, break down key ideas to government customers, and apply to defense and commercial applicationsWriting technical documentation supporting code, program capabilities and user-guidesQualifications:Required:Active TS/SCI government security clearanceB.S. in machine learning, computer science, mathematics, or related field3+ years of Computer Vision AI/ML development experienceProficiency with Python and ML libraries such as PyTorch, Lightning, OpenCV, NumPy, PolarsExperience with supervised and unsupervised learningExperience with Python and any of the following Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCVExperience training convolutional-based CV models (e.g. YOLOv3-11, YOLOX) or transformer-based CV models (Vision Transformer, Swin, etc.)Desired: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 FusionExperience with Graph Convolutional Networks (GCNs) and applying them to CV-based problemsExperience working with image processing chains for any of the following domains: SAR, EO, and OPIRExperience 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 controlExperience with LinuxExperience with implementing tracking and fusion, and pattern-of-life algorithmsExperience 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:$69,100-$141,500CACI is an Equal Opportunity 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 other protected characteristic.